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          <dc:subject>Laser-Plasma Acceleration</dc:subject>
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          <dc:creator>Green, Bertram Windisch</dc:creator>
          <dc:creator>Koppens, Frank H. L.</dc:creator>
          <dc:creator>Mittendorff, Martin</dc:creator>
          <dc:creator>Bonn, Mischa</dc:creator>
          <dc:creator>Gensch, Michael</dc:creator>
          <dc:creator>Turchinovich, Dmitry</dc:creator>
          <dc:date>2021-12-21</dc:date>
          <dc:description>This research data publications contains the sorted pulse-resolved data and metadata corresponding to the linked publication: Electrical tunability of terahertz nonlinearity in graphene.

The final data evaluation and preparation of figures was done externally by Dr. Hassan Hafez, who should be contacted in terms of assigning raw data to data shown in publication.</dc:description>
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          <dc:relation>info:eu-repo/grantAgreement/EC/H2020/654220/</dc:relation>
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          <dc:relation>url:https://www.hzdr.de/publications/Publ-33778</dc:relation>
          <dc:relation>doi:10.1126/SCIADV.ABF9809</dc:relation>
          <dc:relation>doi:10.14278/rodare.1344</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/ecfunded</dc:relation>
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          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>Graphene</dc:subject>
          <dc:subject>THz-driven dynamics</dc:subject>
          <dc:subject>Terahertz</dc:subject>
          <dc:subject>Dirac material</dc:subject>
          <dc:subject>Electrical gating</dc:subject>
          <dc:subject>High harmonic generation</dc:subject>
          <dc:subject>Optoelectronics</dc:subject>
          <dc:subject>Ultrafast</dc:subject>
          <dc:title>Research data: Electrical tunability of terahertz nonlinearity in graphene</dc:title>
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        <datestamp>2025-10-06T08:47:17Z</datestamp>
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          <dc:creator>Kar, Satyakam</dc:creator>
          <dc:creator>Nielsch, Kornelius</dc:creator>
          <dc:creator>Reith, Heiko</dc:creator>
          <dc:creator>Fähler, Sebastian</dc:creator>
          <dc:date>2025-09-30</dc:date>
          <dc:description>Magnetic shape memory alloys, owing to their multifunctional properties, are a promising material system for integration into microsystems. Their multifunctionality arises from the coexistence of ferroelasticity and ferromagnetism. While size-effects in ferromagnetic microstructure are well understood, corresponding experiments on the ferroelastic martensite microstructure are sparse. In this study, we use epitaxially grown Ni-Mn-Ga-based films as a model system to investigate the influence of finite size on the martensite microstructure under constrained and freestanding conditions. The results show that the microfabricated patterns, in both conditions, retain the characteristics of their continuous film microstructures. Film thickness has a strong influence, as this is the smallest extension investigated in our study. Our analysis reveals similarities and differences between finite size effects in ferromagnetic and ferroelastic microstructure, which is crucial for using these multifunctional materials in microsystems.</dc:description>
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          <dc:subject>Epitaxial films</dc:subject>
          <dc:subject>Microfabrication</dc:subject>
          <dc:subject>Size-effect</dc:subject>
          <dc:subject>Martensite microstructure</dc:subject>
          <dc:title>Data publication: Finite Size-Effects in Martensite Microstructure of Magnetic Shape Memory Films</dc:title>
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        <datestamp>2024-08-14T10:31:44Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-energy</setSpec>
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          <dc:creator>Schubert, Markus</dc:creator>
          <dc:date>2022-04-01</dc:date>
          <dc:description>- english version below -

Diese grafische Nutzeroberfläche in Form einer installirbaren standalone-Anwendung dient zur Visualisierung aus der Literatur bekannter experimenteller Datensätze und Strömungskarten für horizontal strömende Luft/Wasser-Systeme. Weiterhin sind Modelle und Strömungskarten aus der Literatur integriert, die für beliebige Stoffsysteme eine Vorhersage über die zu erwartenden Strömungsformen treffen. Zusätzlich erlauben Schnitstellen in Form von .txt-Dateien das Importieren eigener Datensätze, bzw. das Exportieren der visualisierten Inhalte.

Für die Richtigkeit der dargestellten Inhalte wird keine Haftung übernommen. Das Urheberrecht für die zugrundeliegenden Datensätze und Berechnungen liegt bei den Autoren der referenzierten Primärliteratur.

This graphical user interface in the form of an installable standalone application is used to visualize experimental data sets and flow maps known from the literature for horizontally flowing air/water systems. Furthermore, models and flow maps from the literature are integrated to predict the flow patterns for any fluid system. Additionally, data interfaces in the form of .txt files allow the import of own data sets, respectively the export of the visualized contents.

No liability is assumed for the correctness of the displayed contents. The copyright for the underlying data sets and calculations is held by the authors of the referenced primary literature.</dc:description>
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          <dc:identifier>oai:rodare.hzdr.de:1531</dc:identifier>
          <dc:language>deu</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34503</dc:relation>
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          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>GUI</dc:subject>
          <dc:subject>Interface</dc:subject>
          <dc:subject>Flow data</dc:subject>
          <dc:subject>flow regime maps</dc:subject>
          <dc:subject>Strömungsdaten</dc:subject>
          <dc:subject>Strömungskarten</dc:subject>
          <dc:title>GUI Flow data</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
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          <dc:creator>Fleming, Christen H.</dc:creator>
          <dc:creator>Noonan, Michael J.</dc:creator>
          <dc:creator>Fagan, Willian F.</dc:creator>
          <dc:creator>Calabrese, Justin</dc:creator>
          <dc:date>2023-05-23</dc:date>
          <dc:description>A Shiny R application that aims to assist researchers in designing animal tracking projects related to two main research questions: the estimation of home range and of speed and distance traveled. The application makes use of simulations to assess the degree of estimate precision that may be achieved with a given sampling design; that is, the choices regarding data resolution (sampling interval) and battery life (sampling duration).</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2656</dc:identifier>
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          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
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          <dc:rights>https://www.gnu.org/licenses/autoconf-exception-3.0.html</dc:rights>
          <dc:subject>ecology</dc:subject>
          <dc:subject>conservation</dc:subject>
          <dc:subject>software development</dc:subject>
          <dc:subject>experimental design</dc:subject>
          <dc:subject>biologgers</dc:subject>
          <dc:subject>GPS sampling</dc:subject>
          <dc:subject>GPS tracking</dc:subject>
          <dc:subject>simulations</dc:subject>
          <dc:subject>home range</dc:subject>
          <dc:subject>space use</dc:subject>
          <dc:title>movedesign: Study design of movement ecology studies</dc:title>
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          <dc:creator>Nikitin, Evgeny</dc:creator>
          <dc:creator>Fridman, Emil</dc:creator>
          <dc:date>2021-03-15</dc:date>
          <dc:description>DYN3D and Serpent calculations (inputs and results) of the SPX Benchmark Part I: Results of Static neutronics.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/884</dc:identifier>
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          <dc:subject>DYN3D</dc:subject>
          <dc:subject>Serpent</dc:subject>
          <dc:subject>Superphénix</dc:subject>
          <dc:subject>Neutronics</dc:subject>
          <dc:title>SPX Benchmark Part I: Results of Static neutronics -- HZDR results</dc:title>
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        <identifier>oai:rodare.hzdr.de:1540</identifier>
        <datestamp>2024-08-12T13:24:23Z</datestamp>
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          <dc:creator>Bischoff, Lothar</dc:creator>
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          <dc:description>Raw data for the publication: "Epitaxial lateral overgrowth of tin spheres driven and directly observed by helium ion microscopy". It contains helium ion microscopy, transmission electron microscopy, scanning electron microscopy as well as gallium focused ion microscopy images and XPS data. It shows how the irradiation of tin spheres with keV He ions causes epitaxial lateral overgrowth.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1540</dc:identifier>
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          <dc:relation>url:https://www.hzdr.de/publications/Publ-34525</dc:relation>
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          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>helium ion microscope</dc:subject>
          <dc:subject>tin whisker growth</dc:subject>
          <dc:subject>defect kinetics</dc:subject>
          <dc:title>Data publication: Epitaxial lateral overgrowth of tin spheres driven and directly observed by helium ion microscopy</dc:title>
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        <identifier>oai:rodare.hzdr.de:140</identifier>
        <datestamp>2024-08-14T11:27:03Z</datestamp>
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          <dc:contributor>Neumann-Kipping, Martin</dc:contributor>
          <dc:contributor>Hampel, Uwe</dc:contributor>
          <dc:contributor>Bieberle, André</dc:contributor>
          <dc:creator>Neumann-Kipping, Martin</dc:creator>
          <dc:creator>Hampel, Uwe</dc:creator>
          <dc:date>2019-08-01</dc:date>
          <dc:description>For the investigation of bubbly two-phase flow, which should serve as a future benchmark experiment for CFD code validation, an experimental study has been conducted at the Transient Two-Phase Flow (TOPFLOW) facility at Helmholtz-Zentrum Dresden – Rossendorf (HZDR) using ultrafast electron beam X-ray tomography (UFXRAY). In this study, flow constrictions were installed into a DN50 pipe to create a generic three-dimensional flow field as an advanced test case for CFD codes. UFXRAY CT scans were performed in dual-imaging mode and 9 imaging planes for 15 s with a temporal resolution of 1.0 kHz and 2.5 kHz to provide valuable data of the gas phase dynamics.

The provided data set contains tomographic image data for the experimental series L32 that uses a ring-shaped flow constriction with a blockage ratio of 0.5. Here, all image stacks for a given operating point are stored in a single HDF5 file with a spatial resolution of 0.5 mm/pixel (Images are stacked as time series). Further attributes (e.g. reconstruction parameters) are available for each image stack and are accessible e.g. using Matlab or Octave. The relative distance of the each respective scanning position is defined in an additional info.txt. </dc:description>
          <dc:description>This work is funded by the German Federal Ministry for Economic Affairs and Energy (BMWi) with the grant number 1501481 on the basis of a decision by the German Bundestag.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/140</dc:identifier>
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          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>ultrafast X-ray computed tomography</dc:subject>
          <dc:subject>bubbly two-phase flow</dc:subject>
          <dc:subject>three-dimensional flow field</dc:subject>
          <dc:subject>two-phase pipe flow</dc:subject>
          <dc:subject>tomographic image data</dc:subject>
          <dc:title>Ultrafast X-ray tomography image data of bubbly two-phase pipe flow around a ring-shaped constriction</dc:title>
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        <datestamp>2025-09-26T03:29:12Z</datestamp>
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          <dc:creator>Zhou, Wenyu</dc:creator>
          <dc:creator>Kulenkampff, Johannes</dc:creator>
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          <dc:creator>Jankovský, Filip</dc:creator>
          <dc:creator>Butscher, Christoph</dc:creator>
          <dc:creator>Kammel, Robin</dc:creator>
          <dc:creator>Schaefer, Thorsten</dc:creator>
          <dc:creator>Fischer, Cornelius</dc:creator>
          <dc:date>2025-05-07</dc:date>
          <dc:description>Dataset containing research data, Python scripts, and COMSOL models associated with the publication: Variability of effective diffusivity in fractured and mineralized metamorphic host rock at Bukov, Bohemian Massif (CZ) and submitted to Applied Geochemistry. </dc:description>
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          <dc:subject>nuclear waste management</dc:subject>
          <dc:subject>fractured metamorphic host rock</dc:subject>
          <dc:subject>fracture sealing</dc:subject>
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          <dc:title>Data publication for manuscript: Variability of effective diffusivity in fractured and mineralized metamorphic host rock at Bukov, Bohemian Massif (CZ)</dc:title>
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          <dc:creator>Akarsu, Özgür</dc:creator>
          <dc:creator>Di Valentino, Eleonora</dc:creator>
          <dc:creator>Vyskocil, Jiri</dc:creator>
          <dc:creator>Yılmaz, Ezgi</dc:creator>
          <dc:creator>Yükselci, A. Emrah</dc:creator>
          <dc:creator>Zhuk, Oleksandr</dc:creator>
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          <dc:description>Matter power spectra presented in the associated paper are obtained from the datasets separately generated from N-body simulations with the relativistic code gevolution [1], and from calculations with the linear Boltzmann code CLASS [2], for matching cosmological best-fit parameters and background cosmologies. Regarding the latter element, we study two cases that are the concordance Lambda-Cold Dark Matter (ΛCDM) model and a late-time modification with a sign-switching vacuum sector (ΛsCDM), and for each model there are two best-fit parameter sets, derived from a Planck-only and a combined "full" dataset. 

P(k) (power spectra) outputs from gevolution are computed at the four redshifts z=15, 2, 1, 0 for the density contrasts of total matter (CDM, baryons, and massive neutrinos) as well as CDM-baryons (cb)-only. A detailed explanation of how the matter sector is handled in simulations is available in the main paper. All runs are carried out in boxes of L=2080 Mpc/h with 0.5 h/Mpc resolution.

Power spectra based on CLASS outputs are obtained from the transfer functions of CDM and baryons, and the respective background densities at z=15, 2, 1, 0. CLASS dataset for the latter is shown only up to z=100.

1. J. Adamek, D. Daverio, R. Durrer, and M. Kunz, gevolution: a cosmological N-body code based on General Relativity, JCAP 07, 053. arXiv:1604.06065 [astro-ph.CO].

2. D. Blas, J. Lesgourgues, and T. Tram, The Cosmic Linear Anisotropy Solving System (CLASS) II: Approximation schemes, JCAP 07, 034. arXiv:1104.2933 [astro-ph.CO].</dc:description>
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          <dc:subject>cosmological N-body simulations</dc:subject>
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          <dc:subject>matter power spectrum</dc:subject>
          <dc:title>Data: Nonlinear Matter Power Spectrum from relativistic N-body Simulations: ΛsCDM versus ΛCDM</dc:title>
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          <dc:creator>Baraban, Larysa</dc:creator>
          <dc:date>2020-07-01</dc:date>
          <dc:description>Data and Figures supporting the publication</dc:description>
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          <dc:creator>Liao, Yixiang</dc:creator>
          <dc:creator>Lyu, Hongmei</dc:creator>
          <dc:creator>Meller, Richard</dc:creator>
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          <dc:creator>Tekavčič, Matej</dc:creator>
          <dc:date>2021-02-15</dc:date>
          <dc:description>HZDR Multiphase Case Collection for OpenFOAM contains simulation setups for the open-source CFD software OpenFOAM with the HZDR multiphase addon. The simlation setups are separated into polydisperse bubbly flows utilizing the HZDR Baseline model set according to Liao et al. (Chem Eng Sci, 2019, Vol. 202, 55-69) and setups for a hybrid modelling approach (disperse and resolved interfaces) according to Meller et al. (Int J Numer Meth Fluids. 2020, 1-26).

Cases using the HZDR Baseline model set

baseline/1998_Liu


	Reference for experiment: Liu, 3rd Int Conf Multiph Flow (ICMF), Vol. 98, 8-12
	Reference for case setup:
	
		Rzehak et al., Nucl Eng Des (accepted)
		Kriebitzsch and Rzehak, Fluids, 2016, Vol. 1, 29
	
	


baseline/2005_Lucas_et_al


	Reference for experiment: Lucas et al., Int J Multiph Flow, 2005, Vol. 31, 1304-1328
	Reference for case setup: Lehnigk et al., AlChE J (submitted)


baseline/2008_Shawkat


	Reference for experiment: Shawkat et al., Int J Multiph Flow, 2008, Vol. 34, 767-785
	Reference for case setup: Kriebitzsch and Rzehak, Fluids, 2016, Vol. 1, 29


baseline/2009_Hosokawa


	Reference for experiment: Hosokawa and Tomiyama, Chem Eng Science, 2009, Vol. 64, 5308-5318
	Reference for case setup: Rzehak et al., Nucl Eng Des (accepted)


baseline/2013_Hosokawa_and_Tomiyama


	Reference for experiment: Hosokawa and Tomiyama, Int J Heat Fluid Flow, 2013, Vol. 40, 97-105
	Reference for case setup:
	
		Kriebitzsch and Rzehak, Fluids, 2016, Vol. 1, 29
		Liao et al., Comp Fluids, 2020, Vol. 202, 104496
	
	


baseline/2016_Kim_et_al


	Reference for experiment: Kim et al., Exp Fluids, 2016, Vol. 57, 1432-1114
	Reference for case setup: Liao et al., Comp Fluids, 2020, Vol. 202, 104496


Cases utlizing the hybrid modelling approach

hybrid/wenka/2D-MP3-23


	Reference for experiment: Stäbler, Ph.D. thesis, 2007
	Reference for case setup: Tekavčič et al., Nucl Eng Des (under revision)
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          <dc:relation>url:https://www.hzdr.de/publications/Publ-32356</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32323</dc:relation>
          <dc:relation>doi:10.14278/rodare.811</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
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          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>CFD</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Eulerian-Eulerian model</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:title>HZDR Multiphase Case Collection for OpenFOAM</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
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        <datestamp>2026-06-29T06:30:02Z</datestamp>
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          <dc:contributor>Couteau, Arthur</dc:contributor>
          <dc:contributor>Kriebitzsch, Sebastian</dc:contributor>
          <dc:contributor>Kumaresh, Pramodh</dc:contributor>
          <dc:contributor>Mohite, Onkar</dc:contributor>
          <dc:contributor>Upadhyay, Kartik</dc:contributor>
          <dc:creator>Hänsch, Susann</dc:creator>
          <dc:creator>Draw, Mazen</dc:creator>
          <dc:creator>Evdokimov, Ilya</dc:creator>
          <dc:creator>Khan, Haris</dc:creator>
          <dc:creator>Kamble, Vikrant Vinayak</dc:creator>
          <dc:creator>Krull, Benjamin</dc:creator>
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          <dc:description>HZDR Multiphase Case Collection for OpenFOAM contains simulation setups for the open-source CFD software OpenFOAM extended by the HZDR Multiphase Addon for OpenFOAM. The simulation setups are separated into mono- and polydisperse bubbly flows utilising the HZDR Baseline model set, setups for a morphology-adaptive multifield two-fluid model (disperse and resolved interfaces) and miscellaneous cases.</dc:description>
          <dc:description>This work was supported by the Helmholtz European Partnering Program in the project "Crossing borders and scales (Crossing)".</dc:description>
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          <dc:relation>url:https://www.hzdr.de/publications/Publ-32364</dc:relation>
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          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
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          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>Computational Fluid Dynamics</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:subject>Euler-Euler Method</dc:subject>
          <dc:subject>Shell</dc:subject>
          <dc:subject>Python</dc:subject>
          <dc:subject>Gnuplot</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:title>Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
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        <datestamp>2026-06-29T06:30:03Z</datestamp>
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          <dc:contributor>Couteau, Arthur</dc:contributor>
          <dc:contributor>Kriebitzsch, Sebastian</dc:contributor>
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          <dc:contributor>Mohite, Onkar</dc:contributor>
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          <dc:creator>Draw, Mazen</dc:creator>
          <dc:creator>Evdokimov, Ilya</dc:creator>
          <dc:creator>Khan, Haris</dc:creator>
          <dc:creator>Kamble, Vikrant Vinayak</dc:creator>
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          <dc:description>This work was supported by the Helmholtz European Partnering Program in the project "Crossing borders and scales (Crossing)".</dc:description>
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          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>Computational Fluid Dynamics</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
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          <dc:subject>Free Surface</dc:subject>
          <dc:subject>Euler-Euler Method</dc:subject>
          <dc:subject>Shell</dc:subject>
          <dc:subject>Python</dc:subject>
          <dc:subject>Gnuplot</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:title>Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software</dc:title>
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          <dc:description>This repository contains simulation setups for the Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. The simulation setups are separated into mono- and polydisperse bubbly flows utilising the Baseline model by HZDR set, setups for a morphology-adaptive multifield two-fluid model (disperse and resolved interfaces) and miscellaneous cases.Acknowledgement: OpenFOAM(R) is a registered trade mark of OpenCFD Limited, producer and distributor of the OpenFOAM(R) software via www.openfoam.com. The Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software is not compatible with the software released by OpenCFD Limited, but is based on the software released by the OpenFOAM Foundation via www.openfoam.org</dc:description>
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          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>Computational Fluid Dynamics</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:subject>Euler-Euler Method</dc:subject>
          <dc:subject>Shell</dc:subject>
          <dc:subject>Python</dc:subject>
          <dc:subject>Gnuplot</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:title>Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software</dc:title>
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          <dc:type>software</dc:type>
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    <record>
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        <datestamp>2026-06-29T06:30:03Z</datestamp>
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          <dc:description>This repository contains simulation setups for the Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. The simulation setups are separated into mono- and polydisperse bubbly flows utilising the Baseline model by HZDR set, setups for a morphology-adaptive multifield two-fluid model (disperse and resolved interfaces) and miscellaneous cases.Acknowledgement: OpenFOAM(R) is a registered trade mark of OpenCFD Limited, producer and distributor of the OpenFOAM(R) software via www.openfoam.com. The Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software is not compatible with the software released by OpenCFD Limited, but is based on the software released by the OpenFOAM Foundation via www.openfoam.org</dc:description>
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          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>Computational Fluid Dynamics</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:subject>Euler-Euler Method</dc:subject>
          <dc:subject>Shell</dc:subject>
          <dc:subject>Python</dc:subject>
          <dc:subject>Gnuplot</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:title>Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software</dc:title>
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          <dc:type>software</dc:type>
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      <header>
        <identifier>oai:rodare.hzdr.de:201</identifier>
        <datestamp>2026-02-27T10:00:34Z</datestamp>
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          <dc:creator>Knodel, Oliver</dc:creator>
          <dc:creator>Gruber, Thomas</dc:creator>
          <dc:creator>Müller, Stefan E.</dc:creator>
          <dc:creator>Juckeland, Guido</dc:creator>
          <dc:date>2019-11-06</dc:date>
          <dc:description>Top-Level Architecture of the proposed HZDR Data Management Strategy</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/201</dc:identifier>
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          <dc:rights>https://creativecommons.org/licenses/by-nc/4.0/legalcode</dc:rights>
          <dc:subject>data management</dc:subject>
          <dc:title>HZDR Data Management Strategy — Top-Level Architecture</dc:title>
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        <datestamp>2025-05-06T09:07:12Z</datestamp>
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        <setSpec>user-hzdr</setSpec>
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          <dc:creator>Wicaksono, Damar Canggih</dc:creator>
          <dc:creator>Hecht, Michael</dc:creator>
          <dc:date>2023-10-30</dc:date>
          <dc:description>UQTestFuns is an open-source Python3 library of test functions commonly used within the applied uncertainty quantification (UQ) community. Specifically, the package provides:


	an implementation with minimal dependencies (i.e., NumPy and SciPy) and a common interface of many test functions
	a single entry point collecting test functions and their probabilistic input specifications in a single Python package
	an opportunity for an open-source contribution, supporting the implementation of new test functions or posting reference results.


In short, UQTestFuns is an homage to the Virtual Library of Simulation Experiments (VLSE).

v0.4.1 includes one additional test function used in the context of metamodeling. The package documentation has been updated following the review process during the submission to the Journal of Open Source Software (JOSS). This release is part of the acceptance of the package to JOSS.

This archive is part of the archival process to ROBIS.</dc:description>
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          <dc:identifier>10.14278/rodare.2531</dc:identifier>
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          <dc:relation>doi:10.21105/joss.05671</dc:relation>
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          <dc:relation>url:https://www.hzdr.de/publications/Publ-37735</dc:relation>
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          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/MIT</dc:rights>
          <dc:subject>python</dc:subject>
          <dc:subject>uncertainty-quantification</dc:subject>
          <dc:subject>benchmark</dc:subject>
          <dc:subject>sensitivity-analysis</dc:subject>
          <dc:subject>metamodeling</dc:subject>
          <dc:subject>reliability-analysis</dc:subject>
          <dc:title>UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2315</identifier>
        <datestamp>2023-06-26T20:23:43Z</datestamp>
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          <dc:creator>Ma, Tian</dc:creator>
          <dc:creator>Hessenkemper, Hendrik</dc:creator>
          <dc:creator>Lucas, Dirk</dc:creator>
          <dc:creator>Bragg, Andrew D.</dc:creator>
          <dc:date>2023-06-02</dc:date>
          <dc:description>This repository contains the training data for Fate of bubble clusters rising in a quiescent liquid. Sequence 18, 19, 33 and 37 were used for validation. The structure is as follows: The Images folder contains the semi-artificial image sequences, the GTMask folder contains semantic masks with the same ID (gray value) for the same bubble, Nodes.pkl contains the prediction generated with the detection method described in  "Bubble identification from images with machine learning methods" and NodesGT.pkl the corresponding ground truth needed for training. You can use GTMask or NodesGT.pkl to train/test your own tracking model.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2315</dc:identifier>
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          <dc:creator>Hessenkemper, Hendrik</dc:creator>
          <dc:creator>Starke, Sebastian</dc:creator>
          <dc:creator>Atassi, Yazan</dc:creator>
          <dc:creator>Ziegenhein, Thomas</dc:creator>
          <dc:creator>Lucas, Dirk</dc:creator>
          <dc:date>2022-08-05</dc:date>
          <dc:description>This package contains the software and the trained models described in the publication "Bubble identification from images with machine learning methods". Please refer to the README.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.

Update

The Prediction_demo.ipynb includes now an example how to prepare the predictions for the tracking algorithm of "Fate of bubble clusters rising in a quiescent liquid". The tracking code can be found here.

Update

Now only tensorflow models are used, so no MXNet installation required.</dc:description>
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          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Bubbly flows</dc:subject>
          <dc:subject>Deep Learning</dc:subject>
          <dc:subject>Computer Vision</dc:subject>
          <dc:subject>CNN</dc:subject>
          <dc:subject>Semantic segmentation</dc:subject>
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publication</dc:description>
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          <dc:subject>Cyclotron</dc:subject>
          <dc:subject>Source term</dc:subject>
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          <dc:title>Source term calculation and validation for F-18 production with a cyclotron for medical applications at HZDR</dc:title>
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        <identifier>oai:rodare.hzdr.de:4714</identifier>
        <datestamp>2026-06-17T06:03:10Z</datestamp>
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          <dc:creator>Rudolph, Martin</dc:creator>
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          <dc:subject>CO₂ sequestration</dc:subject>
          <dc:subject>Wet mineral carbonation</dc:subject>
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          <dc:subject>Kinetic modelling</dc:subject>
          <dc:subject>Arrhenius analysis</dc:subject>
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          <dc:title>Data Publication and Manuscript: "Wet Wollastonite Carbonation under Mild Conditions: Structural and Kinetic Insights"</dc:title>
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          <dc:creator>Arbash, Elias</dc:creator>
          <dc:creator>de Lima Ribeiro, Andrea</dc:creator>
          <dc:creator>Rizaldy, Aldino</dc:creator>
          <dc:creator>Fuchs, Margret</dc:creator>
          <dc:creator>Ghamisi, Pedram</dc:creator>
          <dc:creator>Scheunders, Paul</dc:creator>
          <dc:creator>Gloaguen, Richard</dc:creator>
          <dc:date>2024-12-08</dc:date>
          <dc:description>Investigating State of the Art Hyperspectral Imaging Classification Models for Plastic Types Identification&#13;
&#13;
Polymers Dataset&#13;
&#13;
Description:&#13;
&#13;
The polymers dataset is a multiscene Hyperspectral benchmark dataset comprising of reference polymer samples and shredded polymer samples in the visible to short-wave infrared, capturing 450 bands within the [400–2500] nm range using an AisaFENIX (Spectral Imaging Ltd, Oulu, Finland) spectrometer. &#13;
&#13;
Two sample batches were investigated:&#13;
&#13;
&#13;
 reference polymers of known composition and dimensions (15 X 10) cm, commonly found in e-waste.&#13;
 shredded pieces of polymers with sizes ranging from (0.3–4) cm.&#13;
&#13;
&#13;
Data Format&#13;
&#13;
&#13;
 HSI data: each hyperspectral data cube is accompanied by a data file and a .hdr file.&#13;
 Ground truth mask: .png file (only for multi samples scenes)&#13;
&#13;
&#13;
Folder Organization&#13;
&#13;
&#13;
 Polymers&#13;
 &#13;
  Test&#13;
  &#13;
   HSI: .dat &amp; .hdr&#13;
   Ground truth mask: test.png&#13;
   False colour representation of the scene: .png&#13;
  &#13;
  &#13;
  Train&#13;
  &#13;
   HSI_ : 3 different scans of reference samples scanned&#13;
   PC, PE, PET, PP: Hyperspectral cubes (11x11x450) .hdr &amp; .dat&#13;
  &#13;
  &#13;
 &#13;
 &#13;
&#13;
&#13;
Data Classes in Masks&#13;
&#13;
&#13;
 Masks contain 1 to 6 segmentation classes:&#13;
 &#13;
  1: "PP"&#13;
  2: "Black Plastic"&#13;
  3: "PVC"&#13;
  4: "PET"&#13;
  5: "ABS"&#13;
  6: "PE"&#13;
 &#13;
 &#13;
&#13;
&#13;
Code Repository&#13;
&#13;
To facilitate reading and working with the data, Python codes are available on the GitHub repository:&#13;
&#13;
https://github.com/hifexplo&#13;
&#13;
https://github.com/Elias-Arbash&#13;
&#13;
&#13;
&#13;
Citation&#13;
&#13;
If you use this dataset, please cite the following article: (To be filled once published)&#13;
&#13;
&#13;
&#13;
Contact&#13;
&#13;
For further information or inquiries, please visit our website:&#13;
&#13;
https://www.iexplo.space/&#13;
&#13;
Contact Email: e.arbash@hzdr.de</dc:description>
          <dc:description>The HSI dataset of the work: INVESTIGATING STATE OF THE ART HYPERSPECTRAL IMAGING CLASSIFICATION MODELS FOR PLASTIC TYPES IDENTIFICATION</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/3390</dc:identifier>
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          <dc:identifier>oai:rodare.hzdr.de:3390</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-40592</dc:relation>
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          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Hyperspectral Image Classification</dc:subject>
          <dc:subject>Plastic</dc:subject>
          <dc:subject>Polymers</dc:subject>
          <dc:subject>E-waste</dc:subject>
          <dc:subject>Deep Learning</dc:subject>
          <dc:subject>Machine Learning</dc:subject>
          <dc:title>Polymers Hyperspectral Imaging</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
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      <header>
        <identifier>oai:rodare.hzdr.de:232</identifier>
        <datestamp>2022-01-12T12:23:06Z</datestamp>
        <setSpec>user-fwd</setSpec>
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      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Schindler, Felix</dc:creator>
          <dc:creator>Zürner, Till</dc:creator>
          <dc:creator>Vogt, Tobias</dc:creator>
          <dc:creator>Eckert, Sven</dc:creator>
          <dc:creator>Schumacher, Jörg</dc:creator>
          <dc:date>2019-11-23</dc:date>
          <dc:description>Conference (Lecture):

American Physics Society (APS) DFD meeting 2019 Seattle

In the presented Rayleigh-Bénard convection experiments the turbulent 3d-
flow of the liquid gallium-indium-tin alloy is investigated by use of ultrasound
Doppler velocimetry, temperature and contactless inductive flow tomography
measurements. We reconstruct for the first time near-wall as well as bulk
flow, momentum and heat transport as well as long-term behaviour of the large-scale liquid
metal flow at a low Prandtl number of 0.029 and high Rayleigh numbers up
to 6 · 10e7. Also the influence of a strong magnetic field on the turbulent liquid metal is investigated. The results of the
experiments are compared to direct numerical simulations and other experiments. These are also
considered for the interpretation of the measured turbulence statistics.
Our experiments aim to provide a deeper understanding of the turbulent
convection and its interaction with magnetic fields in turbulent low Prandtl number
flows as those in molten steel, aluminium or geo- and astrophysical flows.

 </dc:description>
          <dc:description>Supported by Deutsche Forschungsgemeinschaft with grants VO 2332/1-1 and SCHU 1410/29-1</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/232</dc:identifier>
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          <dc:relation>doi:10.1017/jfm.2019.556</dc:relation>
          <dc:relation>doi:10.1017/jfm.2019.556</dc:relation>
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          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Rayleigh-Bénard convection</dc:subject>
          <dc:subject>magnetohydrodynamics</dc:subject>
          <dc:subject>low Prandtl number</dc:subject>
          <dc:subject>liquid metal</dc:subject>
          <dc:subject>ultrasound velocimetry</dc:subject>
          <dc:title>Rayleigh-Bénard Convection in Liquid metal under Influence of Vertical Magnetic Fields</dc:title>
          <dc:type>info:eu-repo/semantics/lecture</dc:type>
          <dc:type>presentation</dc:type>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:215</identifier>
        <datestamp>2024-08-14T10:46:22Z</datestamp>
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        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-topflow</setSpec>
      </header>
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        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Bieberle, Martina</dc:contributor>
          <dc:contributor>Neumann-Kipping, Martin</dc:contributor>
          <dc:contributor>Wolf, Jan</dc:contributor>
          <dc:contributor>Hampel, Uwe</dc:contributor>
          <dc:creator>Bieberle, André</dc:creator>
          <dc:creator>Schäfer, Thomas</dc:creator>
          <dc:date>2020-01-10</dc:date>
          <dc:description>This data repository contains reconstructed and quantitatively analyzed gas-liquid two-phase distributions obtained from a centrifugal pump mock-up whose geometry is related to a commercially available industrial centrifugal pump. As measurement system the ultrafast electron beam X-ray CT scanner (UFXCT) is applied with a frame rate of 2,500 Hz, single-plane mode and a total scanning interval of 5 seconds. The data repository contains:


	Reconstructed raw data sets (Algebraic Reconstruction Technique from the UFO framework) for different inlet gas fractions (eps0.0xx) at constant 1480 rpm and for both rotating and back-rotated impeller positions, respectively
	Extracted RPM per CT scan (frame) including its raw data
	Extracted angular positions of the impeller mock-up per frame
	Calculated quantitative gas fraction data sets (static impeller position)
	Time-averaged gas fraction distribution and its corresponding averaged variance
	Pump and impeller mask data
	Additional data obtained from the SPS server with a sampling frequency of 1 Hz
</dc:description>
          <dc:description>Data is stored in HDF5 format.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/215</dc:identifier>
          <dc:identifier>10.14278/rodare.215</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:215</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.14278/rodare.76</dc:relation>
          <dc:relation>doi:10.1115/1.4045497</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-30370</dc:relation>
          <dc:relation>doi:10.14278/rodare.214</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/topflow</dc:relation>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>centrifugal pump</dc:subject>
          <dc:subject>gas-liquid two-phase flow</dc:subject>
          <dc:subject>ultrafast electron beam X-ray computed tomography</dc:subject>
          <dc:title>Gas-liquid two-phase flow in a centrifugal pump mock-up with disperse gas flow injection at 1480 rpm</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
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    </record>
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        <identifier>oai:rodare.hzdr.de:1192</identifier>
        <datestamp>2022-08-12T08:52:48Z</datestamp>
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          <dc:creator>Schrader, Martin</dc:creator>
          <dc:date>2021-09-27</dc:date>
          <dc:description>This set contains the raw data of the fluorescence scanning experiments used in the publication of "Quantification of peptide bound particles: A phage mimicking approach via site-selective immobilization on glass" by Schrader et al..</dc:description>
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          <dc:title>Raw data: "Quantification of Peptide-Bound Particles: A phage Mimicking Approach via Site-Selective Immobilization on Glass"</dc:title>
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          <dc:date>2021-04-19</dc:date>
          <dc:description>This entry contains a demo video introducing the ExPaNDS/PaNOSC training catalogue developed by HZDR.</dc:description>
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          <dc:subject>data management, training, ExPaNDS</dc:subject>
          <dc:title>ExPaNDS Training Catalogue Demo</dc:title>
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          <dc:date>2021-04-19</dc:date>
          <dc:description>This entry contains a demo video introducing the ExPaNDS/PaNOSC training catalogue developed by HZDR.</dc:description>
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          <dc:relation>info:eu-repo/grantAgreement/EC/H2020/857641/</dc:relation>
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          <dc:subject>data management, training, ExPaNDS</dc:subject>
          <dc:title>ExPaNDS Training Catalogue Demo</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>video</dc:type>
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        <identifier>oai:rodare.hzdr.de:2293</identifier>
        <datestamp>2023-06-28T08:52:22Z</datestamp>
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          <dc:creator>Fink, Lukas</dc:creator>
          <dc:creator>Kar, Satyakam</dc:creator>
          <dc:creator>Lünser, Klara</dc:creator>
          <dc:creator>Nielsch, Kornelius</dc:creator>
          <dc:creator>Reith, Heiko</dc:creator>
          <dc:creator>Fähler, Sebastian</dc:creator>
          <dc:date>2023-05-08</dc:date>
          <dc:description>Measured raw data (XRD, texture, SEM, PPMS and EDX)</dc:description>
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          <dc:relation>url:https://www.hzdr.de/publications/Publ-36937</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-37186</dc:relation>
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          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Magnetic shape memory alloys</dc:subject>
          <dc:subject>Silicon microtechnology</dc:subject>
          <dc:subject>Ni2MnGa</dc:subject>
          <dc:subject>NiTi</dc:subject>
          <dc:subject>Epitaxial film growth</dc:subject>
          <dc:title>Data publication: Integration of Multifunctional Epitaxial (Magnetic) Shape Memory Films in Silicon Microtechnology</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
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        <identifier>oai:rodare.hzdr.de:2157</identifier>
        <datestamp>2023-02-17T09:07:19Z</datestamp>
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          <dc:creator>Dung, On-Yu</dc:creator>
          <dc:creator>Boden, Stephan</dc:creator>
          <dc:date>2023-02-10</dc:date>
          <dc:description>Postprocessed 3D raw attenuation data of lab-scale zero-gap water electrolysers at different operating conditions.</dc:description>
          <dc:description>The data was collected within the project grant number KICH1.ED04.20.014 of the research programme ECCM KICkstart DE-NL of the Dutch Research Council (NWO). The responsibility for the content of this publication lies with the authors.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2157</dc:identifier>
          <dc:identifier>10.14278/rodare.2157</dc:identifier>
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          <dc:relation>url:https://www.hzdr.de/publications/Publ-36539</dc:relation>
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          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>X-ray computed tomography</dc:subject>
          <dc:subject>Microtomography</dc:subject>
          <dc:subject>Zero-gap electrolyser</dc:subject>
          <dc:subject>Fluid Dynamics</dc:subject>
          <dc:title>Data publication: 3D gas distribution in lab-scale zero-gap water electrolysers measured by 3D X-ray computed microtomography</dc:title>
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          <dc:type>dataset</dc:type>
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        <datestamp>2026-07-17T11:00:15Z</datestamp>
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          <dc:creator>Zenker, Klaus</dc:creator>
          <dc:date>2024-11-14</dc:date>
          <dc:description>The OPC UA based device backend implements an OPC UA client, that allows to create an ChimeraTK device that communicates with an OPC UA server. The implementation is based on the open source OPC UA stack open62541.</dc:description>
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          <dc:subject>OPC UA</dc:subject>
          <dc:subject>ChimeraTK</dc:subject>
          <dc:subject>Control System</dc:subject>
          <dc:title>OPC UA based device backend for the ChimeraTK framework</dc:title>
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          <dc:date>2026-05-19</dc:date>
          <dc:description>The OPC UA based device backend implements an OPC UA client, that allows to create an ChimeraTK device that communicates with an OPC UA server. The implementation is based on the open source OPC UA stack open62541.</dc:description>
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          <dc:subject>OPC UA</dc:subject>
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          <dc:title>OPC UA based device backend for the ChimeraTK framework</dc:title>
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      <header>
        <identifier>oai:rodare.hzdr.de:768</identifier>
        <datestamp>2026-06-29T07:23:34Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-openfoam</setSpec>
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          <dc:contributor>Couteau, Arthur</dc:contributor>
          <dc:contributor>Colombo, Marco</dc:contributor>
          <dc:contributor>Kriebitzsch, Sebastian</dc:contributor>
          <dc:contributor>Parekh, Jigar</dc:contributor>
          <dc:creator>Schlegel, Fabian</dc:creator>
          <dc:creator>Draw, Mazen</dc:creator>
          <dc:creator>Evdokimov, Ilya</dc:creator>
          <dc:creator>Hänsch, Susann</dc:creator>
          <dc:creator>Khan, Harris</dc:creator>
          <dc:creator>Lehnigk, Ronald</dc:creator>
          <dc:creator>Meller, Richard</dc:creator>
          <dc:creator>Petelin, Gašper</dc:creator>
          <dc:creator>Tekavčič, Matej</dc:creator>
          <dc:date>2021-01-26</dc:date>
          <dc:description>The HZDR multiphase addon contains additional code for the open-source CFD software OpenFOAM, released by The OpenFOAM Foundation. The developments are dedicated to the numerical simulation of multiphase flows, in particular to the multi-field two-fluid model (Euler-Euler method). Within the OpenFOAM library the multiphaseEulerFoam framework is used for this type of simulation. The addon contains a modified multiphaseEulerFoam named HZDRmultiphaseEulerFoam with the full support of the HZDR baseline model set for polydisperse bubbly flows according to Liao et al. (Chem Eng Sci, 2019, Vol. 202, 55-69). In addition a solver dedicated to a hybrid modelling approach (dispersed and resolved interfaces, Meller et al., Int J Numer Meth Fluids. 2020, 1-26) named cipsaMultiphaseEulerFoam is provided with the addon. This solver has an interface to the multiphaseEulerFoam framework and utilizes all available interfacial models of it.

General enhancements


	modified turbulent wall functions of Menter according to Rzehak and Kriebitzsch (Int J Multiphase Flow, 2015, Vol. 68, 135-152)
	dynamic time step adjustment via PID controller


HZDRmultiphaseEulerFoam


	bubble induced turbulence model of Ma et al. (Phys Rev Fluids, 2017, Vol. 2, 034301)
	drag model of Ishii and Zuber (AIChE Journal, 1979, Vol. 25, 843-855) without correction for swarm and/or viscous effects
	wall lubrication of Hosokawa et al. (ASME Joint US-European Fluids Engineering Division Conference, 2002)
	additional breakup and coalescence models for class method according to Liao et al. (Chem Eng Sci, 2015, Vol. 122, 336-349)
	degassing boundary condition (fvOption)
	configuration files and tutorials for easy setup


cipsaMultiphaseEulerFoam


	morphology adaptive modeling framework for modelling of dispersed and resolved interfaces based on Eulerian multi-field two-fluid model
	compact interpolation method according to Cubero et al. (Comput Chem Eng, 2014, Vol. 62, 96-107), including virtual mass
	numerical drag according to Strubelj and Tiselj (Int J Numer Methods Eng, 2011, Vol. 85, 575-590) to describe resolved interfaces in a volume-of-fluid like manner
	n-phase partial elimination algorithm for momentum equations to resolve strong phase coupling
	free surface turbulence damping for k-ω SST (symmetric and asymmetric damping, Frederix et al.,  Nucl Eng Des, 2018, Vol. 333, 122-130)
	selected tutorial cases:
	
		a two-dimensional gas bubble, rising in a liquid, which is laden with micro gas bubbles, and
		a two-dimensional stagnant stratification of water and oil, sharing a large-scale interface
		a two-dimensional stratified flow based on the WENKA experiment (Stäbler, Ph.D. thesis, 2007)
	
	
</dc:description>
          <dc:description>This work was supported by the Helmholtz European Partnering Program in the project "Crossing borders and scales (Crossing)"</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/768</dc:identifier>
          <dc:identifier>10.14278/rodare.768</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:768</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32194</dc:relation>
          <dc:relation>doi:10.14278/rodare.767</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/openfoam</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/GPL-3.0</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:subject>CFD</dc:subject>
          <dc:subject>Finite volume method</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Eulerian-Eulerian model</dc:subject>
          <dc:subject>Momentum interpolation</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:title>HZDR Multiphase Addon for OpenFOAM</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:795</identifier>
        <datestamp>2026-06-29T07:23:34Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-openfoam</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-energy</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Couteau, Arthur</dc:contributor>
          <dc:contributor>Colombo, Marco</dc:contributor>
          <dc:contributor>Kriebitzsch, Sebastian</dc:contributor>
          <dc:contributor>Parekh, Jigar</dc:contributor>
          <dc:creator>Schlegel, Fabian</dc:creator>
          <dc:creator>Draw, Mazen</dc:creator>
          <dc:creator>Evdokimov, Ilya</dc:creator>
          <dc:creator>Hänsch, Susann</dc:creator>
          <dc:creator>Khan, Harris</dc:creator>
          <dc:creator>Lehnigk, Ronald</dc:creator>
          <dc:creator>Meller, Richard</dc:creator>
          <dc:creator>Petelin, Gašper</dc:creator>
          <dc:creator>Tekavčič, Matej</dc:creator>
          <dc:date>2021-01-26</dc:date>
          <dc:description>The HZDR multiphase addon contains additional code for the open-source CFD software OpenFOAM, released by The OpenFOAM Foundation. The developments are dedicated to the numerical simulation of multiphase flows, in particular to the multi-field two-fluid model (Euler-Euler method). Within the OpenFOAM library the multiphaseEulerFoam framework is used for this type of simulation. The addon contains a modified multiphaseEulerFoam named HZDRmultiphaseEulerFoam with the full support of the HZDR baseline model set for polydisperse bubbly flows according to Liao et al. (Chem Eng Sci, 2019, Vol. 202, 55-69). In addition a solver dedicated to a hybrid modelling approach (dispersed and resolved interfaces, Meller et al., Int J Numer Meth Fluids. 2020, 1-26) named cipsaMultiphaseEulerFoam is provided with the addon. This solver has an interface to the multiphaseEulerFoam framework and utilizes all available interfacial models of it.

General enhancements


	modified turbulent wall functions of Menter according to Rzehak and Kriebitzsch ( Int J Multiphase Flow, 2015, Vol. 68, 135-152)
	dynamic time step adjustment via PID controller


HZDRmultiphaseEulerFoam


	bubble induced turbulence model of Ma et al. (Phys Rev Fluids, 2017, Vol. 2, 034301)
	drag model of Ishii and Zuber (AIChE Journal, 1979, Vol. 25, 843-855) without correction for swarm and/or viscous effects
	wall lubrication of Hosokawa et al. (ASME Joint US-European Fluids Engineering Division Conference, 2002)
	additional breakup and coalescence models for class method according to Liao et al. (Chem Eng Sci, 2015, Vol. 122, 336-349)
	degassing boundary condition (fvOption)
	configuration files and tutorials for easy setup


cipsaMultiphaseEulerFoam


	morphology adaptive modeling framework for modelling of dispersed and resolved interfaces based on Eulerian multi-field two-fluid model
	compact interpolation method according to Cubero et al. (Comput Chem Eng, 2014, Vol. 62, 96-107), including virtual mass
	numerical drag according to Strubelj and Tiselj (Int J Numer Methods Eng, 2011, Vol. 85, 575-590) to describe resolved interfaces in a volume-of-fluid like manner
	n-phase partial elimination algorithm for momentum equations to resolve strong phase coupling
	free surface turbulence damping for k-ω SST (symmetric and asymmetric damping, Frederix et al.,  Nucl Eng Des, 2018, Vol. 333, 122-130)
	selected tutorial cases:
	
		a two-dimensional gas bubble, rising in a liquid, which is laden with micro gas bubbles, and
		a two-dimensional stagnant stratification of water and oil, sharing a large-scale interface
		a two-dimensional stratified flow based on the experiment of Fabre et al. (Multiphase Sci Technol, 1987, Vol. 3, 285–301)
	
	
</dc:description>
          <dc:description>This work was supported by the Helmholtz European Partnering Program in the project "Crossing borders and scales (Crossing)"</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/795</dc:identifier>
          <dc:identifier>10.14278/rodare.795</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:795</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32194</dc:relation>
          <dc:relation>doi:10.14278/rodare.767</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/openfoam</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/GPL-3.0</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:subject>CFD</dc:subject>
          <dc:subject>Finite volume method</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Eulerian-Eulerian model</dc:subject>
          <dc:subject>Momentum interpolation</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:title>HZDR Multiphase Addon for OpenFOAM</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:896</identifier>
        <datestamp>2026-06-29T07:23:34Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-openfoam</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-energy</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Couteau, Arthur</dc:contributor>
          <dc:contributor>Colombo, Marco</dc:contributor>
          <dc:contributor>Kriebitzsch, Sebastian</dc:contributor>
          <dc:contributor>Parekh, Jigar</dc:contributor>
          <dc:creator>Schlegel, Fabian</dc:creator>
          <dc:creator>Draw, Mazen</dc:creator>
          <dc:creator>Evdokimov, Ilya</dc:creator>
          <dc:creator>Hänsch, Susann</dc:creator>
          <dc:creator>Khan, Harris</dc:creator>
          <dc:creator>Lehnigk, Ronald</dc:creator>
          <dc:creator>Meller, Richard</dc:creator>
          <dc:creator>Petelin, Gašper</dc:creator>
          <dc:creator>Tekavčič, Matej</dc:creator>
          <dc:date>2021-01-26</dc:date>
          <dc:description>The HZDR multiphase addon contains additional code for the open-source CFD software OpenFOAM, released by The OpenFOAM Foundation. The developments are dedicated to the numerical simulation of multiphase flows, in particular to the multi-field two-fluid model (Euler-Euler method). Within the OpenFOAM library the multiphaseEulerFoam framework is used for this type of simulation. The addon contains a modified multiphaseEulerFoam named HZDRmultiphaseEulerFoam with the full support of the HZDR baseline model set for polydisperse bubbly flows according to Liao et al. (Chem Eng Sci, 2019, Vol. 202, 55-69). In addition a solver dedicated to a hybrid modelling approach (dispersed and resolved interfaces, Meller et al., Int J Numer Meth Fluids. 2021, Vol. 93, 748-773) named cipsaMultiphaseEulerFoam is provided with the addon. This solver has an interface to the multiphaseEulerFoam framework and utilizes all available interfacial models of it.

General enhancements


	modified turbulent wall functions of Menter according to Rzehak and Kriebitzsch (Int J Multiphase Flow, 2015, Vol. 68, 135-152)
	dynamic time step adjustment via PID controller


HZDRmultiphaseEulerFoam


	bubble induced turbulence model of Ma et al. (Phys Rev Fluids, 2017, Vol. 2, 034301)
	drag model of Ishii and Zuber (AIChE Journal, 1979, Vol. 25, 843-855) without correction for swarm and/or viscous effects
	wall lubrication of Hosokawa et al. (ASME Joint US-European Fluids Engineering Division Conference, 2002)
	additional breakup and coalescence models for class method according to Liao et al. (Chem Eng Sci, 2015, Vol. 122, 336-349)
	degassing boundary condition (fvOption)
	lift force correlation of Hessenkemper et al. (Int J Multiphase Flow, 2021, Vol. 138, 103587)
	aspect ratio correlation of Ziegenhein and Lucas (Exp. Therm. Fluid Sci., 2017, Vol. 85, 248–256)
	real pressure treatment via explicit turbulent normal stress according to Rzehak et al. (Nucl Eng Des., 2021, Vol. 374, 111079)
	configuration files and tutorials for easy setup of baseline cases


cipsaMultiphaseEulerFoam


	morphology adaptive modelling framework for predicting dispersed and resolved interfaces based on Eulerian multi-field two-fluid model
	compact momentum interpolation method according to Cubero et al. (Comput Chem Eng, 2014, Vol. 62, 96-107), including virtual mass
	numerical drag according to Strubelj and Tiselj (Int J Numer Methods Eng, 2011, Vol. 85, 575-590) to describe resolved interfaces in a volume-of-fluid like manner
	n-phase partial elimination algorithm for momentum equations to resolve strong phase coupling (Meller et al., Int J Numer Meth Fluids. 2021, Vol. 93, 748-773)
	free surface turbulence damping for k-ω SST (symmetric and asymmetric damping, Frederix et al.,  Nucl Eng Des, 2018, Vol. 333, 122-130)
	sub-grid scale modelling framework:
	
		additional LES models for the unclosed convective sub-grid scale term
		closure models for sub-grid surface tension term
	
	
	configuration files and tutorials for easy setup of hybrid cases
</dc:description>
          <dc:description>This work was supported by the Helmholtz European Partnering Program in the project "Crossing borders and scales (Crossing)"</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/896</dc:identifier>
          <dc:identifier>10.14278/rodare.896</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:896</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32161</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32194</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32323</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32356</dc:relation>
          <dc:relation>doi:10.14278/rodare.767</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/openfoam</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/GPL-3.0</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>CFD</dc:subject>
          <dc:subject>Finite volume method</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Eulerian-Eulerian model</dc:subject>
          <dc:subject>Momentum interpolation</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:title>HZDR Multiphase Addon for OpenFOAM</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1125</identifier>
        <datestamp>2026-06-29T07:23:34Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-openfoam</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-energy</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Couteau, Arthur</dc:contributor>
          <dc:contributor>Colombo, Marco</dc:contributor>
          <dc:contributor>Kriebitzsch, Sebastian</dc:contributor>
          <dc:contributor>Parekh, Jigar</dc:contributor>
          <dc:creator>Schlegel, Fabian</dc:creator>
          <dc:creator>Draw, Mazen</dc:creator>
          <dc:creator>Evdokimov, Ilya</dc:creator>
          <dc:creator>Hänsch, Susann</dc:creator>
          <dc:creator>Khan, Harris</dc:creator>
          <dc:creator>Lehnigk, Ronald</dc:creator>
          <dc:creator>Meller, Richard</dc:creator>
          <dc:creator>Petelin, Gašper</dc:creator>
          <dc:creator>Tekavčič, Matej</dc:creator>
          <dc:date>2021-07-01</dc:date>
          <dc:description>The HZDR multiphase addon contains additional code for the open-source CFD software OpenFOAM, released by The OpenFOAM Foundation. The developments are dedicated to the numerical simulation of multiphase flows, in particular to the multi-field two-fluid model (Euler-Euler method). Within the OpenFOAM library the multiphaseEulerFoam framework is used for this type of simulation. The addon contains a modified multiphaseEulerFoam named HZDRmultiphaseEulerFoam with the full support of the HZDR baseline model set for polydisperse bubbly flows according to Liao et al. (Chem Eng Sci, 2019, Vol. 202, 55-69). In addition a solver dedicated to a hybrid modelling approach (dispersed and resolved interfaces, Meller et al., Int J Numer Meth Fluids. 2021, Vol. 93, 748-773) named cipsaMultiphaseEulerFoam is provided with the addon. This solver has an interface to the multiphaseEulerFoam framework and utilizes all available interfacial models of it.

General enhancements


	modified turbulent wall functions of Menter according to Rzehak and Kriebitzsch (Int J Multiphase Flow, 2015, Vol. 68, 135-152)
	dynamic time step adjustment via PID controller


HZDRmultiphaseEulerFoam


	bubble induced turbulence model of Ma et al. (Phys Rev Fluids, 2017, Vol. 2, 034301)
	drag model of Ishii and Zuber (AIChE Journal, 1979, Vol. 25, 843-855) without correction for swarm and/or viscous effects
	wall lubrication of Hosokawa et al. (ASME Joint US-European Fluids Engineering Division Conference, 2002)
	additional breakup and coalescence models for class method according to Liao et al. (Chem Eng Sci, 2015, Vol. 122, 336-349)
	degassing boundary condition (fvModel)
	lift force correlation of Hessenkemper et al. (Int J Multiphase Flow, 2021, Vol. 138, 103587)
	aspect ratio correlation of Ziegenhein and Lucas (Exp. Therm. Fluid Sci., 2017, Vol. 85, 248–256)
	real pressure treatment via explicit turbulent normal stress according to Rzehak et al. (Nucl Eng Des., 2021, Vol. 374, 111079)
	configuration files and tutorials for easy setup of baseline cases
	GPU-based accelerated computation of coalescence and breakup frequencies for the models of Lehr et al., AIChE J, 2002, Vol. 48, 2426-2443 (Petelin et al., NENE2021 conf., submitted)


cipsaMultiphaseEulerFoam


	morphology adaptive modelling framework for predicting dispersed and resolved interfaces based on Eulerian multi-field two-fluid model
	compact momentum interpolation method according to Cubero et al. (Comput Chem Eng, 2014, Vol. 62, 96-107), including virtual mass
	numerical drag according to Strubelj and Tiselj (Int J Numer Methods Eng, 2011, Vol. 85, 575-590) to describe resolved interfaces in a volume-of-fluid like manner
	n-phase partial elimination algorithm for momentum equations to resolve strong phase coupling (Meller et al., Int J Numer Meth Fluids. 2021, Vol. 93, 748-773)
	free surface turbulence damping for k-ω SST (symmetric and asymmetric damping, Frederix et al.,  Nucl Eng Des, 2018, Vol. 333, 122-130)
	sub-grid scale modelling framework:
	
		additional LES models for the unclosed convective sub-grid scale term
		closure models for sub-grid surface tension term
	
	
	configuration files and tutorials for easy setup of hybrid cases
</dc:description>
          <dc:description>This work was supported by the Helmholtz European Partnering Program in the project "Crossing borders and scales (Crossing)"</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1125</dc:identifier>
          <dc:identifier>10.14278/rodare.1125</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1125</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32194</dc:relation>
          <dc:relation>doi:10.14278/rodare.767</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/openfoam</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/GPL-3.0</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>CFD</dc:subject>
          <dc:subject>Finite volume method</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Eulerian-Eulerian model</dc:subject>
          <dc:subject>Momentum interpolation</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:title>HZDR Multiphase Addon for OpenFOAM</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1877</identifier>
        <datestamp>2026-06-29T07:23:35Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-openfoam</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-energy</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Couteau, Arthur</dc:contributor>
          <dc:contributor>Colombo, Marco</dc:contributor>
          <dc:contributor>Haßlberger, Josef</dc:contributor>
          <dc:contributor>Kriebitzsch, Sebastian</dc:contributor>
          <dc:contributor>Kumaresh, Pramodh</dc:contributor>
          <dc:contributor>Parekh, Jigar</dc:contributor>
          <dc:contributor>Zhang, Tingting</dc:contributor>
          <dc:creator>Schlegel, Fabian</dc:creator>
          <dc:creator>Draw, Mazen</dc:creator>
          <dc:creator>Evdokimov, Ilya</dc:creator>
          <dc:creator>Hänsch, Susann</dc:creator>
          <dc:creator>Khan, Harris</dc:creator>
          <dc:creator>Lehnigk, Ronald</dc:creator>
          <dc:creator>Meller, Richard</dc:creator>
          <dc:creator>Petelin, Gašper</dc:creator>
          <dc:creator>Tekavčič, Matej</dc:creator>
          <dc:creator>Bilde, Kasper Gram</dc:creator>
          <dc:creator>Kamble, Vikrant Vinayak</dc:creator>
          <dc:creator>Li, Jiadong</dc:creator>
          <dc:creator>Lyu, Hongmei</dc:creator>
          <dc:creator>Kota, Sesi Preetam</dc:creator>
          <dc:date>2022-10-19</dc:date>
          <dc:description>The HZDR Multiphase Addon is a software publication released by Helmholtz-Zentrum Dresden-Rossendorf according to the FAIR principles (Findability, Accessibility, Interoperability, and Reuseability). It contains experimental research work for the open-source CFD software OpenFOAM, released by The OpenFOAM Foundation. The developments are dedicated to the numerical simulation of multiphase flows, in particular to the multi-field two-fluid model (Euler-Euler method).

Highlights of the provided addon are:


	HZDR Baseline Model: addonMultiphaseEulerFoam solver with full support of the HZDR baseline model set for polydisperse bubbly flows, including configuration files and tutorials for simplified setup of Baseline cases (Hänsch et al., 2021).
	Population Balance Modelling: A GPU-accelerated population balance method according to Petelin et al. (2021).
	OpenFOAM-Hybrid cipsaMultiphaseEulerFoam solver featuring a hybrid modelling approach (dispersed and resolved interfaces, Meller et al., 2021) with an interface to the multiphaseEulerFoam framework to utilise all available interfacial models, and configuration files and tutorials for easy setup of hybrid cases.
	more ...
</dc:description>
          <dc:description>This work was supported by the Helmholtz European Partnering Program in the project "Crossing borders and scales (Crossing)".</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1877</dc:identifier>
          <dc:identifier>10.14278/rodare.1877</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1877</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.1002/aic.17539</dc:relation>
          <dc:relation>doi:10.1007/s10494-021-00293-8</dc:relation>
          <dc:relation>doi:10.1016/j.ces.2021.116807</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32161</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32194</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32323</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32356</dc:relation>
          <dc:relation>doi:10.14278/rodare.767</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/openfoam</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/GPL-3.0</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>Computational Fluid Dynamics</dc:subject>
          <dc:subject>Finite volume method</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Euler-Euler method</dc:subject>
          <dc:subject>Momentum interpolation</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface Flows</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:subject>C</dc:subject>
          <dc:subject>CUDA</dc:subject>
          <dc:subject>Shell</dc:subject>
          <dc:subject>Python</dc:subject>
          <dc:subject>Gnuplot</dc:subject>
          <dc:title>HZDR Multiphase Addon for OpenFOAM</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:613</identifier>
        <datestamp>2020-12-03T10:54:28Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-casus</setSpec>
        <setSpec>user-ecfunded</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Calabrese, Justin M.</dc:creator>
          <dc:creator>Fleming, Christen</dc:creator>
          <dc:creator>Noonan, Michael J.</dc:creator>
          <dc:creator>Dong, Xianghui</dc:creator>
          <dc:date>2020-11-27</dc:date>
          <dc:description>Estimating animal home ranges is a primary purpose of collecting tracking data. All conventional home range estimators in widespread usage, including minimum convex polygons and kernel density estimators, assume independently sampled data. In stark contrast, modern GPS animal tracking datasets are almost always strongly autocorrelated. This incongruence between estimator assumptions and empirical reality leads to systematically underestimated home ranges. Autocorrelated kernel density estimation (AKDE) resolves this conflict by modeling the observed autocorrelation structure of tracking data during home range estimation, and has been shown to perform accurately across a broad range of tracking datasets. However, compared to conventional estimators, AKDE requires additional modeling steps and has heretofore only been accessible via the command-line ctmm R package. Here, we introduce ctmmweb, which provides a point-and-click graphical interface to ctmm, and streamlines AKDE, its prerequisite autocorrelation modeling steps, and a number of additional movement analyses. We demonstrate ctmmweb’s capabilities, including AKDE home range estimation and subsequent home range overlap analysis, on a dataset of four jaguars from the Brazilian Pantanal. We intend ctmmweb to open AKDE and related autocorrelation-explicit analyses to a wider audience of wildlife and conservation professionals.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/613</dc:identifier>
          <dc:identifier>10.14278/rodare.613</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:613</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>info:eu-repo/grantAgreement/NSF//1458748/</dc:relation>
          <dc:relation>doi:10.1101/2020.05.11.087932</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-31776</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-31774</dc:relation>
          <dc:relation>doi:10.14278/rodare.612</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/casus</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/ecfunded</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/closedAccess</dc:rights>
          <dc:subject>AKDE</dc:subject>
          <dc:subject>animal movement</dc:subject>
          <dc:subject>autocorrelation</dc:subject>
          <dc:subject>ctmm</dc:subject>
          <dc:subject>telemetry</dc:subject>
          <dc:subject>tracking data</dc:subject>
          <dc:title>Research Data for: ctmmweb: A graphical user interface for autocorrelation-informed home range estimation</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2704</identifier>
        <datestamp>2024-05-15T08:30:41Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Arbash, Elias</dc:creator>
          <dc:creator>Fuchs, Margret</dc:creator>
          <dc:creator>Rasti, Behnood</dc:creator>
          <dc:creator>Lorenz, Sandra</dc:creator>
          <dc:creator>Ghamisi, Pedram</dc:creator>
          <dc:creator>Gloaguen, Richard</dc:creator>
          <dc:date>2024-01-29</dc:date>
          <dc:description>PCB-Vision Dataset

Description:

The PCB-Vision dataset is a multiscene RGB-Hyperspectral benchmark dataset comprising 53 Printed Circuit Boards (PCBs). The RGB images are collected using a Teledyne Dalsa C4020 camera on a conveyor belt, while hyperspectral images (HSI) are acquired with a Specim FX10 spectrometer. The HSI data contains 224 bands in the VNIR range [400 - 1000]nm.

Data Format


	RGB Images: .png files
	PCB Masks: .jpg files
	HSI Data: Each hyperspectral data cube is accompanied by a data file and a .hdr file.


Folder Organization


	PCBVision
	
		HSI/
		
			53 subfolders (one for each PCB)
			'General_masks' folder for 'General' segmentation ground truth
			'Monoseg_masks' folder for 'Monoseg' segmentation ground truth
			'PCB_Masks' folder for masks of the 53 PCBs in the hyperspectral cube
		
		
		RGB/
		
			53 .jpg images
			'General' folder for RGB images 'General' segmentation ground truth
			'Monoseg_masks' folder for RGB images 'Monoseg' segmentation ground truth
		
		
	
	


Data Classes in Masks


	Masks (both 'General' and 'Monoseg') contain 1 to 4 segmentation classes:
	
		0: "Others"
		1: "IC"
		2: "Capacitors"
		3: "Connectors"
	
	


Code Repository

To facilitate reading and working with the data, Python codes are available on the GitHub repository:

https://github.com/hifexplo/PCBVision

Citation

If you use this dataset, please cite the following article:

Word:

Arbash, Elias, Fuchs, Margret, Rasti, Behnood, Lorenz, Sandra, Ghamisi, Pedram, &amp; Gloaguen, Richard. (2024). PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards (Version 1) [Data set]. Rodare. http://doi.org/10.14278/rodare.2704

Latex:

@article{arbash2024pcb, title={PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards}, author={Arbash, Elias and Fuchs, Margret and Rasti, Behnood and Lorenz, Sandra and Ghamisi, Pedram and Gloaguen, Richard}, journal={arXiv preprint arXiv:2401.06528}, year={2024} }

Contact

For further information or inquiries, please visit our website:

https://www.iexplo.space/

Contact Email: e.arbash@hzdr.de</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2704</dc:identifier>
          <dc:identifier>10.14278/rodare.2704</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2704</dc:identifier>
          <dc:relation>doi:10.48550/arXiv.2401.06528</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-38529</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-38684</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-38529</dc:relation>
          <dc:relation>doi:10.14278/rodare.2703</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>circular economy</dc:subject>
          <dc:subject>automated data processing</dc:subject>
          <dc:subject>optical sensors</dc:subject>
          <dc:subject>recycling</dc:subject>
          <dc:subject>e-waste</dc:subject>
          <dc:subject>printed circuit board</dc:subject>
          <dc:subject>hyperspectral</dc:subject>
          <dc:subject>dataset</dc:subject>
          <dc:subject>RGB</dc:subject>
          <dc:subject>conveyor belt</dc:subject>
          <dc:subject>sensors</dc:subject>
          <dc:subject>machine learning</dc:subject>
          <dc:subject>deep learning</dc:subject>
          <dc:subject>PCBVision</dc:subject>
          <dc:subject>open-source data</dc:subject>
          <dc:subject>digitalization</dc:subject>
          <dc:title>PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1970</identifier>
        <datestamp>2026-07-10T10:11:36Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>software</setSpec>
        <setSpec>software</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Voigt, Martin</dc:creator>
          <dc:creator>Ufer, Robert</dc:creator>
          <dc:creator>Schacht, Wilhelm</dc:creator>
          <dc:creator>Knodel, Oliver</dc:creator>
          <dc:creator>Pape, David</dc:creator>
          <dc:creator>Lokamani, Mani</dc:creator>
          <dc:creator>Müller, Stefan</dc:creator>
          <dc:date>2022-11-24</dc:date>
          <dc:description>The guidance system HELIPORT aims to make the entire life cycle of a project at the HZDR searchable, accessible, complete and reusable according to the FAIR principles, mentioned below. In particular, our data management solution deals with the areas from the generation of the data to the publication of primary research data, the workflows carried out and the actual research results. For this purpose, a concept was developed which shows the various essential components and their connections. Descriptions of the individual components can be found in our RODARE publication: 10.14278/rodare.193</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1970</dc:identifier>
          <dc:identifier>10.14278/rodare.1970</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1970</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32537</dc:relation>
          <dc:relation>url:https://gitlab.hzdr.de/heliport/heliport</dc:relation>
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          <dc:relation>doi:10.14278/rodare.938</dc:relation>
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          <dc:relation>doi:10.14278/rodare.939</dc:relation>
          <dc:relation>doi:10.14278/rodare.939</dc:relation>
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          <dc:relation>url:https://gitlab.hzdr.de/heliport/heliport</dc:relation>
          <dc:relation>url:https://heliport.hzdr.de/</dc:relation>
          <dc:relation>url:https://heliport.hzdr.de/</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-33129</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32577</dc:relation>
          <dc:relation>doi:10.14278/rodare.946</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/GPL-3.0</dc:rights>
          <dc:subject>metadata</dc:subject>
          <dc:subject>HELIPORT</dc:subject>
          <dc:subject>project lifecycle</dc:subject>
          <dc:subject>FAIR</dc:subject>
          <dc:subject>data managment</dc:subject>
          <dc:title>HELIPORT (HELmholtz ScIentific Project WORkflow PlaTform)</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1115</identifier>
        <datestamp>2024-07-10T12:45:59Z</datestamp>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Paschke-Brühl, Franziska-Luise</dc:creator>
          <dc:date>2021-07-15</dc:date>
          <dc:description>This bachelor thesis studies the feasibility of grazing-incidence small-angle x-ray scattering (GISAXS) in the UHI laser-target interaction via computational simulations with SMILEI. In this work we briefly analyze the front and back of the target. We find predominantly that the compression of the target becomes apparent in the GISAXS pattern, while we can not observe ablation. We will mainly focus on the density oscillation, a dynamic that has not been mentioned in literature yet. The density oscillation dynamics depend on a simple pressure gradient in between the layers. We observe the multi layers inversely oscillating in density and a global density alteration moving through the target. The density alteration allows to recognize the dynamic in a GISAXS pattern. We learn, that GISAXS is feasible in the high intensity regime, but not for the same dynamics as in the lower intensity regime.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1115</dc:identifier>
          <dc:identifier>10.14278/rodare.1115</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1115</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-33026</dc:relation>
          <dc:relation>doi:10.14278/rodare.1114</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>GISAXS</dc:subject>
          <dc:subject>SAXS</dc:subject>
          <dc:subject>grazing incidence small angle x-ray scattering</dc:subject>
          <dc:subject>SMILEI</dc:subject>
          <dc:subject>Simulation</dc:subject>
          <dc:subject>Density Oscillation</dc:subject>
          <dc:title>Simulating Multi Layer Targets for Grazing Incidence Small Angle X-ray Scattering</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>other</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:3353</identifier>
        <datestamp>2025-04-30T11:57:02Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-casus</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Hernandez Acosta, Uwe</dc:creator>
          <dc:creator>Wicaksono, Damar Canggih</dc:creator>
          <dc:creator>Thekke Veettil, Sachin Krishnan</dc:creator>
          <dc:creator>Michelfeit, Jannik</dc:creator>
          <dc:creator>Hecht, Michael</dc:creator>
          <dc:date>2024-12-20</dc:date>
          <dc:description>minterpy is an open-source Python package for a multivariate generalization of the classical Newton and Lagrange interpolation schemes as well as related tasks. It is based on an optimized re-implementation of the multivariate interpolation prototype algorithm (MIP) by Hecht et al.1 and thereby provides software solutions that lift the curse of dimensionality from interpolation tasks. While interpolation occurs as the bottleneck of most computational challenges, minterpy aims to free empirical sciences from their computational limitations.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/3353</dc:identifier>
          <dc:identifier>10.14278/rodare.3353</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:3353</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-36106</dc:relation>
          <dc:relation>doi:10.14278/rodare.2058</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/casus</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/MIT</dc:rights>
          <dc:subject>multivariate interpolation</dc:subject>
          <dc:subject>multivariate polynomials</dc:subject>
          <dc:subject>numerical modelling</dc:subject>
          <dc:title>Minterpy - multivariate polynomial interpolation</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1649</identifier>
        <datestamp>2024-10-24T14:59:28Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-matter</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Fiedler, Lenz</dc:creator>
          <dc:creator>Moldabekov, Zhandos</dc:creator>
          <dc:creator>Shao, Xuecheng</dc:creator>
          <dc:creator>Jiang, Kaili</dc:creator>
          <dc:creator>Dornheim, Tobias</dc:creator>
          <dc:creator>Pavanello, Michele</dc:creator>
          <dc:creator>Cangi, Attila</dc:creator>
          <dc:date>2022-05-30</dc:date>
          <dc:description># Data and Scripts for "Accelerating Equilibration in First-Principles Molecular Dynamics with Orbital-Free Density Functional Theory"

This dataset contains data and calculation scripts for the publication "Boosting first-principles molecular dynamics with orbital-free density functional theory".
Its goal is to enable interested parties to reproduce the experiments we have carried out. 

## Prerequesites

The following software versions are needed for the python scripts:

- `python`: 3.8.x
- `mala`: 1.1.0 (with `dftpy` installed)

Further, make sure you have a working `Quantum ESPRESSO` and `VASP` installation and have downloaded additional 
data such as local pseudopotentials and ML models (for references, see publication).

## Contents

- `scripts/`: Example scripts for the three principal python tasks associated with out work: ML inference, trajectory
analysis and OF-DFT-MD runs (via DFTPy). The scripts are general blueprints for these experiments and can be adjusted
to perform all of the calculations given in the publication.
- `data/`: Contains raw calculation data for the three investigated systems (hydrogen, beryllium and aluminium).
Since the main goal of this work is to compare OF-DFT-MD initialized and ideal crystal structure initialized 
trajectories and inferences, each of the three system-folders contains a `MD_ideal_crystal_structure` and 
`MD_ofdft_init` folder, with ideal crystal structure and OF-DFT-MD initialized data, respectively. Therein, contents
may differ; e.g. aluminium contains DFT calculation data, for beryllium data is divided by system size and Nosé mass,
while for hydrogen data for different temperatures is given. 
</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1649</dc:identifier>
          <dc:identifier>10.14278/rodare.1649</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1649</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34767</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34778</dc:relation>
          <dc:relation>doi:10.14278/rodare.1648</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
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          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:title>Data and Scripts for "Accelerating Equilibration in First-Principles Molecular Dynamics with Orbital-Free Density Functional Theory"</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
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    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:4742</identifier>
        <datestamp>2026-07-27T12:26:05Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-hzdr</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Bussmann, Michael</dc:contributor>
          <dc:contributor>Eckert, Carlchristian</dc:contributor>
          <dc:contributor>Haenel, Tobias</dc:contributor>
          <dc:contributor>Zenker, Erik</dc:contributor>
          <dc:creator>Hanel, Tim</dc:creator>
          <dc:creator>Eckert, Carlchristian</dc:creator>
          <dc:creator>Haenel, Tobias</dc:creator>
          <dc:creator>Zenker, Erik</dc:creator>
          <dc:creator>Albach, Daniel</dc:creator>
          <dc:creator>Bussmann, Michael</dc:creator>
          <dc:date>2026-06-29</dc:date>
          <dc:description>HASEonGPU is open-source HPC software for calculating amplified spontaneous emission (ASE) flux in laser gain media. It supports the design and analysis of high-power laser systems by estimating ASE flux in configurable gain media using a Monte Carlo ray-tracing approach.
Release 2.0.1 is a patch release for the 2.0 series with pump-workflow fixes, Python API refinements, restored VTK pump-rate output, and updated package and publication metadata.
HASEonGPU uses alpaka 3 (https://github.com/alpaka-group/alpaka3) to support ASE calculations on CPU and GPU (CUDA, HIP) backends with improved performance portability.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/4742</dc:identifier>
          <dc:identifier>10.14278/rodare.4742</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:4742</dc:identifier>
          <dc:relation>doi:10.1016/j.cpc.2016.05.019</dc:relation>
          <dc:relation>doi:10.1364/OE.17.003792</dc:relation>
          <dc:relation>url:https://github.com/computationalradiationphysics/haseongpu</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-20690</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-24191</dc:relation>
          <dc:relation>url:https://haseongpu.readthedocs.io/en/latest/</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-43533</dc:relation>
          <dc:relation>doi:10.14278/rodare.4724</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/GPL-3.0</dc:rights>
          <dc:subject>laser</dc:subject>
          <dc:subject>laser-physics</dc:subject>
          <dc:subject>laser-construction</dc:subject>
          <dc:subject>high-intensity laser pulse</dc:subject>
          <dc:subject>high-power laser systems</dc:subject>
          <dc:subject>amplified spontaneous emission</dc:subject>
          <dc:subject>ASE</dc:subject>
          <dc:subject>gain media</dc:subject>
          <dc:subject>Monte Carlo ray tracing</dc:subject>
          <dc:subject>HPC</dc:subject>
          <dc:subject>GPU</dc:subject>
          <dc:subject>CUDA</dc:subject>
          <dc:subject>HIP</dc:subject>
          <dc:subject>MPI</dc:subject>
          <dc:subject>alpaka</dc:subject>
          <dc:subject>alpaka3</dc:subject>
          <dc:subject>C++20</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:subject>Python</dc:subject>
          <dc:subject>heterogeneous computing</dc:subject>
          <dc:subject>distributed computing</dc:subject>
          <dc:title>HASEonGPU Software - High performance Amplified Spontaneous Emission on GPU</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2622</identifier>
        <datestamp>2024-01-02T06:52:31Z</datestamp>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-matter</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Sun, Xiaoxiao</dc:creator>
          <dc:creator>Hilliard, Donovan</dc:creator>
          <dc:creator>Chatzopoulou, P.</dc:creator>
          <dc:creator>Vasileiadis, I.</dc:creator>
          <dc:creator>Florini, N.</dc:creator>
          <dc:creator>Dimitrakopulos, G.</dc:creator>
          <dc:creator>Komninou, P.</dc:creator>
          <dc:creator>Lymperakis, L.</dc:creator>
          <dc:creator>Devulapalli, V.</dc:creator>
          <dc:creator>Liebscher, C.</dc:creator>
          <dc:creator>Pashkin, Oleksiy</dc:creator>
          <dc:creator>Winnerl, Stephan</dc:creator>
          <dc:creator>Helm, Manfred</dc:creator>
          <dc:creator>Dimakis, Emmanouil</dc:creator>
          <dc:date>2023-12-22</dc:date>
          <dc:description>Strain engineering is a powerful tool for designing nanowires with tailored properties for a variety of applications. By carefully controlling the built-in strain in nanowires, it is possible to tune their bandgap to the near-infrared region, making them ideal for applications in telecommunication and imaging. In our previous work, we demonstrated that in GaAs/In x Al 1-x As core/shell nanowires, the bandgap of the core can be narrowed by up to 40%, for x up to 0.54, via strain due to the lattice mismatch between the shell [1]. Here, we explored the upper end of the lattice mismatch regime, extending the same concept to the contents of the shell towards x = 1, achieving unusually high strain values. The strain in the core and its effect on band structure are studied by a combination of spectroscopic methods and high-resolution transmission and scanning-transmission electron microscopy (HR(S)TEM). Raman spectroscopy showed that the tensile strain in the GaAs core increased linearly with increasing the In content in the shell (Fig. 1a), following the trend we reported in the past for lower values of x [1]. This behavior suggests the absence of plastic relaxation despite the very large lattice mismatch between the core and the shell. Using cross-sectional and longitudinal HR(S)TEM observations, we assessed the strain distribution normal and along the nanowire axis (Figs. 1b to 1d), which was found to be in good agreement with finite element and molecular dynamics simulations. Above a critical x value, plastic relaxation sets in via dislocations (Fig. 1b). We also correlated the photoluminescence emission properties with the strain distribution in the core and the shell, and the corresponding band alignment via band structure simulations. All in all, our results identified the limits of a coherent core and shell heterostructures and the potential application of tensile-strained GaAs nanowires for C- and O-band telecom photonics.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2622</dc:identifier>
          <dc:identifier>10.14278/rodare.2622</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2622</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-38279</dc:relation>
          <dc:relation>doi:10.14278/rodare.2621</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/matter</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>nanowire</dc:subject>
          <dc:subject>photonics</dc:subject>
          <dc:subject>strain engineering</dc:subject>
          <dc:subject>GaAs</dc:subject>
          <dc:title>Unlocking the potential of GaAs nanowires for telecom photonics</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>image-plot</dc:type>
        </oai_dc:dc>
      </metadata>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2336</identifier>
        <datestamp>2024-02-22T11:56:49Z</datestamp>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-fwd</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Maestri, Rhandrey</dc:creator>
          <dc:creator>Bürkle, Florian</dc:creator>
          <dc:creator>Ding, Wei</dc:creator>
          <dc:creator>Büttner, Lars</dc:creator>
          <dc:creator>Czarske, Jürgen</dc:creator>
          <dc:creator>Hampel, Uwe</dc:creator>
          <dc:creator>Lecrivain, Gregory</dc:creator>
          <dc:date>2023-06-20</dc:date>
          <dc:description>Data used in the article Equilibrium Taylor bubble in a narrow vertical tube with constriction.

Compressed in the 7Z File:

Data: Values used for bubble velocity in Fig. 4 and values extracted from the wall shape in the different tubes;

Figures: All figures used in the publication;

Videos: Videos in mp4 or avi.</dc:description>
          <dc:description>This work was supported by the German Research Foundation (Deutsche Forschungsgemeinschaft) under the project number 459505672</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2336</dc:identifier>
          <dc:identifier>10.14278/rodare.2336</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2336</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-37133</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-37123</dc:relation>
          <dc:relation>doi:10.14278/rodare.2335</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Gas–liquid flow</dc:subject>
          <dc:subject>Taylor bubble</dc:subject>
          <dc:subject>Flow blockage</dc:subject>
          <dc:subject>Channel constriction</dc:subject>
          <dc:title>Data publication: Equilibrium Taylor bubble in a narrow vertical tube with constriction</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>video</dc:type>
        </oai_dc:dc>
      </metadata>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2700</identifier>
        <datestamp>2024-08-08T09:09:26Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-elbe</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Zenker, Klaus</dc:creator>
          <dc:creator>Kuntzsch, Michael</dc:creator>
          <dc:date>2024-01-29</dc:date>
          <dc:description>This data was taken at DSEY (04-08.12.2023) using a climate chamber.

Multiple temperature and humidity sensors were put into the climate chamber.

Due to problems with the ChimeraTK server not all data was collected by a single ChimeraTK server,

but the sensors were grouped and read by different 1-wire servers (`1-wire_1`, `1-wire_2`, `1-wire_3`, `1-wire_4`, `1-wire_5`). Each sensor identification is listed in the owfs.xlmap file. First sensor in owfs.xlmap corresponds e.g. to DS18B20/0. Data is available as HDF5 and ROOT file.

In addition the MRF timing system was running. Two EVRs (EVR2, EVR3) were connected via long fibers (100m) to the EVM. The fibers routed through the climate chamber, such that most of the fiber was inside the chamber. A Rhode&amp;Schwartz oscilloscope was used to measure the delay of the timing output signals with respect to a third EVR (EVR1), that was connected via a short cable outside the climate chamber. That data is included in timing-data.root, which includes:


	Delay of EVR2 with respect to EVR1 -&gt; Delay_C1C2
	Delay of EVR3 with respect to EVR1 -&gt; Delay_C1C3
	Delay compensation (actual, correction) for each EVR


The intended measurement, was to use active delay compensation for EVR2 and deactivated delay compensation for EVR3. However, the measurement was spoiled by periodic delay shifts in case of EVR2. On 07.12. 10:20 the delay compensation was also activated for EVR3.

For technical reasons not all timing related data is included in rs-data.root. The delay compensation data (actual, correction) should be taken from the aggregated raw data. It includes basically all data (temperature, humidity, oscilloscope data), but in the beginning the actual delay measurement was missing (which should be taken from timing-data.root).

Selected data periods are listed in the file data.ods.

Some analysis results are already included here for convenience:


	Plots includes:
	
		Temperature calibration
		Humidity calibration
		Delay measurements
	
	
	Calibration.root includes calibration constants for humidity/temperature calibration and graphs/plots
</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2700</dc:identifier>
          <dc:identifier>10.14278/rodare.2700</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2700</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-38668</dc:relation>
          <dc:relation>doi:10.14278/rodare.2699</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/elbe</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/closedAccess</dc:rights>
          <dc:subject>ELBE</dc:subject>
          <dc:subject>Timing System</dc:subject>
          <dc:title>Data publication: MRF timing system characterization and 1-wire sensor calibration using a climate chamber</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:4183</identifier>
        <datestamp>2026-04-29T13:45:37Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Bieberle, André</dc:contributor>
          <dc:contributor>Lami, Luca</dc:contributor>
          <dc:contributor>Kryk, Holger</dc:contributor>
          <dc:contributor>Geißelbrecht, Michael</dc:contributor>
          <dc:creator>Bieberle, André</dc:creator>
          <dc:date>2025-12-12</dc:date>
          <dc:description>This data archive contains the pulse height spectra recorded with the MCA-527 (GBS) multichannel analyser and the corresponding history files. The pulse height spectra were recorded continuously throughout the day with an integration time of 300 s. The scintillation detector was operated at +800 V. The data is used for quantitative liquid holdup determination.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/4183</dc:identifier>
          <dc:identifier>10.14278/rodare.4183</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:4183</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-42445</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-43324</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-43237</dc:relation>
          <dc:relation>doi:10.14278/rodare.4182</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>gamma-radiation</dc:subject>
          <dc:subject>densitometry</dc:subject>
          <dc:subject>phase fraction determination</dc:subject>
          <dc:title>Densitometric scans on a LOHC Reactor</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:4029</identifier>
        <datestamp>2026-06-02T09:35:49Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-crc1415</setSpec>
        <setSpec>user-fwi</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-ibc</setSpec>
        <setSpec>user-matter</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Nihei, Anastasiia</dc:contributor>
          <dc:contributor>Barnowsky, Tom</dc:contributor>
          <dc:contributor>Friedrich, Rico</dc:contributor>
          <dc:creator>Nihei, Anastasiia</dc:creator>
          <dc:creator>Barnowsky, Tom</dc:creator>
          <dc:creator>Friedrich, Rico</dc:creator>
          <dc:date>2025-03-10</dc:date>
          <dc:description>This dataset includes the primary research data for the publication "Non-van der Waals Heterostructures".</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/4029</dc:identifier>
          <dc:identifier>10.14278/rodare.4029</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:4029</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.17815/jlsrf-3-159</dc:relation>
          <dc:relation>doi:10.1021/acs.nanolett.1c03841</dc:relation>
          <dc:relation>doi:10.1002/aelm.202201112</dc:relation>
          <dc:relation>doi:10.14278/rodare.1421</dc:relation>
          <dc:relation>doi:10.14278/rodare.1852</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-41082</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-41218</dc:relation>
          <dc:relation>doi:10.14278/rodare.3621</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/crc1415</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwi</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/ibc</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/matter</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>2D materials</dc:subject>
          <dc:subject>non-van der Waals compounds</dc:subject>
          <dc:subject>heterostructures</dc:subject>
          <dc:subject>interface design</dc:subject>
          <dc:subject>magnetism</dc:subject>
          <dc:subject>data-driven research</dc:subject>
          <dc:subject>computational materials science</dc:subject>
          <dc:subject>high-throughput computing</dc:subject>
          <dc:title>Data publication: Non-van der Waals Heterostructures</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:4130</identifier>
        <datestamp>2026-02-13T12:09:51Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-health</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-oncoray</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Schaart, Dennis</dc:contributor>
          <dc:contributor>Huizenga, Jan</dc:contributor>
          <dc:creator>Jagt, Thyrza</dc:creator>
          <dc:creator>Wecker, Franziska</dc:creator>
          <dc:creator>Römer, Katja</dc:creator>
          <dc:creator>Wolf, Andreas</dc:creator>
          <dc:creator>Müller, Sara</dc:creator>
          <dc:creator>Urban, Konstantin</dc:creator>
          <dc:creator>Kieslich, Aaron</dc:creator>
          <dc:creator>van Zanten, Julian</dc:creator>
          <dc:creator>Kreuger, Rob</dc:creator>
          <dc:creator>Kögler, Toni</dc:creator>
          <dc:date>2026-01-01</dc:date>
          <dc:description>Contact person(s):
Jagt, Thyrza; Kögler, Toni

Project leader(s):
Kögler, Toni

This dataset contains data gathered in the experimental run of July and August 2025, designed to characterize newly developed Multi-Feature Treatment Verification (MFTV) detectors. MFTV is the next generation of Prompt Gamma-Ray Treatment Verification.

Detectors, experimental setup, data acquisition, and data processing are described in the Documentation.pdf.

For questions regarding the database, please refer to the beforementioned contact persons.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/4130</dc:identifier>
          <dc:identifier>10.14278/rodare.4130</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:4130</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-43006</dc:relation>
          <dc:relation>doi:10.14278/rodare.4129</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/health</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/oncoray</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>Multi-Feature Treatment Verification</dc:subject>
          <dc:subject>Prompt-Gamma Timing</dc:subject>
          <dc:subject>Proton Range Verification</dc:subject>
          <dc:title>Experimental data of first characterization experiment of novel Multi-Feature Treatment Verification detectors</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:3953</identifier>
        <datestamp>2025-08-29T11:19:23Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-energy</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Babich, Alexander</dc:creator>
          <dc:creator>Bashkatov, Aleksandr</dc:creator>
          <dc:creator>Eftekhari, Milad</dc:creator>
          <dc:creator>Yang, Xuegeng</dc:creator>
          <dc:creator>Strasser, Peter</dc:creator>
          <dc:creator>Mutschke, Gerd</dc:creator>
          <dc:creator>Eckert, Kerstin</dc:creator>
          <dc:date>2025-08-29</dc:date>
          <dc:description>Raw data on bubble growth on microelectrodes</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/3953</dc:identifier>
          <dc:identifier>10.14278/rodare.3953</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:3953</dc:identifier>
          <dc:relation>doi:10.1103/PRXEnergy.4.013011</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-41263</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-41261</dc:relation>
          <dc:relation>doi:10.14278/rodare.3952</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Bubble dynamics</dc:subject>
          <dc:subject>Marangoni convection</dc:subject>
          <dc:subject>Multiphase flows</dc:subject>
          <dc:subject>Thermocapillarity</dc:subject>
          <dc:title>Data publication: Oxygen versus Hydrogen Bubble Dynamics during Water Electrolysis at Microelectrodes</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
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      <header>
        <identifier>oai:rodare.hzdr.de:4483</identifier>
        <datestamp>2026-02-02T12:38:02Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-fwo</setSpec>
        <setSpec>user-hzdr</setSpec>
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      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Lindemann, Marcel</dc:creator>
          <dc:creator>Schöngart, Jann</dc:creator>
          <dc:creator>Štursa, Jan</dc:creator>
          <dc:creator>Franke, Karsten</dc:creator>
          <dc:date>2026-01-29</dc:date>
          <dc:description>Data of a PTFE phantom filled with 83Sr tracer as supplemental information of the publication "Cyclotron production and purification of 83Sr as a 90Sr substitute for Positron Emission Tomography (PET) "


The data in this publication consists of:

µCT data

Phantom_nlm_uint16_1081x1068x919_50um.raw:  µCT of the Phantom. Voxel size = 50 µm. Format: 3D-array of uInt16, x=1:1081, y=1:1068, z=1:919.


Positron emission tomography data

Phantom_PTFE_83Sr_PET:  PET data is stored as three-dimensional binary arrays of floats, with a voxel size of 1.15 mm. *.v contains the volume, *.hv contains the interfile header

The data is presented with the Scatter, Random and RandomMismatch-Corrections from STIR (Thielemans et al., 2012) applied.


Please note: There is a fiducial present in both CT (2x10mm cylinder attached to the outer wall), as well as in PET data.
The positions of those does NOT coincide in the presented data, as the CT data was acquired for a different experiment, and alignment for this study was instead conducted based on the bore hole positions.</dc:description>
          <dc:description>The project received funding from the BMBF, grant number 02NUK066A.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/4483</dc:identifier>
          <dc:identifier>10.14278/rodare.4483</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:4483</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-42922</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-42867</dc:relation>
          <dc:relation>doi:10.14278/rodare.4482</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwo</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>positron emission tomography</dc:subject>
          <dc:subject>computed tomography</dc:subject>
          <dc:title>Cyclotron production and purification of 83Sr as a 90Sr substitute for Positron Emission Tomography (PET) - data publication</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
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        <datestamp>2026-01-28T11:35:01Z</datestamp>
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          <dc:description>Electrolyzers-HSI Dataset&#13;
&#13;
Description:&#13;
&#13;
The Electrolyzers-HSI dataset is a multiscene RGB-Hyperspectral benchmark dataset comprising 55 scene of shredded Electrolyzers samples. The RGB images are collected using a Teledyne Dalsa C4020 camera on a conveyor belt, while hyperspectral images (HSI) are acquired with a FENIX spectrometer. The HSI data contains 450 bands in the VNIR and SWIR range [400 - 2500]nm.&#13;
&#13;
Data Format&#13;
&#13;
&#13;
 RGB Images: .jpg files&#13;
 Ground Truth (GT): .png files. They appear black since the values are between 0 and 5. Correct visualization is done via script.&#13;
 HSI Data: Each hyperspectral data cube .img file is accompanied by a .hdr file.&#13;
&#13;
&#13;
Folder Organization&#13;
&#13;
&#13;
 Electrolyzers-HSI: 55 subfolders &#13;
&#13;
 &#13;
  1/&#13;
  &#13;
   ’GT.png’ file for segmentation ground truth&#13;
   ‘HSI.img’ and ‘HSI.hdr’ files for HSI data cube&#13;
   ‘RGB.jpg’ file for the RGB image&#13;
  &#13;
  &#13;
  2/&#13;
  &#13;
   ’GT.png’ file for segmentation ground truth&#13;
   ‘HSI.img’ and ‘HSI.hdr’ files for HSI data cube&#13;
   ‘RGB.jpg’ file for the RGB image&#13;
  &#13;
  &#13;
  3/4/5/6/ … :Same structure for all rest of folders&#13;
 &#13;
 &#13;
&#13;
&#13;
Data Classes in Masks&#13;
&#13;
&#13;
 Masks contain 0 to 5 segmentation classes:&#13;
 &#13;
  0: background&#13;
  1: “MESH”&#13;
  2: “Steel_Cathode”&#13;
  3: "Steel_Anode”&#13;
  4: “HTEL_Anode”&#13;
  5: “HTEL_Cathode”&#13;
 &#13;
 &#13;
&#13;
&#13;
Code Repository&#13;
&#13;
To facilitate reading and working with the data, Python codes are available on the GitHub repository:&#13;
&#13;
https://github.com/hifexplo&#13;
&#13;
Citation&#13;
&#13;
If you use this dataset, please cite the following article:&#13;
&#13;
Word:&#13;
&#13;
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Title: A contribution to the multidimensional characterisation and separation of ultrafine particles

Author: M.Sc. Johanna Sygusch

Faculty: Faculty of Mechanical, Process and Energy Engineering of the Technische Universität Bergakademie Freiberg

Year: 2025

It contains Excel sheets with the summarized data, as well as two zip files containing the flow cytometry measurements and the MLA images.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/3647</dc:identifier>
          <dc:identifier>10.14278/rodare.3647</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:3647</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-41143</dc:relation>
          <dc:relation>doi:10.14278/rodare.3646</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Flotation</dc:subject>
          <dc:subject>Wettability</dc:subject>
          <dc:subject>Ultrafine particles</dc:subject>
          <dc:subject>Multidimensional</dc:subject>
          <dc:subject>Separation</dc:subject>
          <dc:subject>Fine particle characterisation</dc:subject>
          <dc:title>A contribution to the multidimensional characterisation and separation of ultrafine particles (Dissertation data)</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1272</identifier>
        <datestamp>2021-11-25T12:42:59Z</datestamp>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Pizzi, Federico</dc:creator>
          <dc:creator>Giesecke, André</dc:creator>
          <dc:creator>Simkanin, Jan</dc:creator>
          <dc:creator>Stefani, Frank</dc:creator>
          <dc:date>2021-11-25</dc:date>
          <dc:description>This dataset included the data and figures for the associated publication "Prograde and retrograde precession of a fluid-filled cylinder".</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1272</dc:identifier>
          <dc:identifier>10.14278/rodare.1272</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1272</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-33455</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-33464</dc:relation>
          <dc:relation>doi:10.14278/rodare.1271</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>precession</dc:subject>
          <dc:subject>core flow</dc:subject>
          <dc:subject>dynamo</dc:subject>
          <dc:subject>instability</dc:subject>
          <dc:subject>transition</dc:subject>
          <dc:title>Data publication: Prograde and retrograde precession of a fluid-filled cylinder</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>other</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1501</identifier>
        <datestamp>2025-02-06T08:24:12Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-health</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Abdussalam, Wildan</dc:creator>
          <dc:date>2022-03-24</dc:date>
          <dc:description>Software to synchonise the data between various data sources and casus database server. For Unix users please use MigrateWhere2test_0.7Unix.zip and for WIndows users please use MigrateWhere2test_0.7Win.zip. In order to use the scripts, please use the following instructions:

Windows

1. Create the postgreq sql database and set the port 5432 

2. Create folder C:\Workspaces and unzip the unix file. 

3. Create folder in workspaces, com.com.casus.env.where2test.migration\COM_CASUS_WHERE2TEST_MIGRATION and then unzip the source file inside COM_CASUS_WHERE2TEST_MIGRATION. 

4. Set run Develop and run the .bat file on the folder MigrateWhere2test_0.7Unix to run in localhost.

Unix

1. Create PostgreSQL with port 32771.
2. Create folder /home/wildan/Workspaces and unzip the unix file. 

3. Open the file MigrateWhere2test/MigrateWhere2test_run.sh and change the mode "Default" by "Production"

4. Create folder in workspaces, com.com.casus.env.where2test.migration.unix/COM_CASUS_WHERE2TEST_MIGRATION and then unzip the source file inside COM_CASUS_WHERE2TEST_MIGRATION. 

5. run the MigrateWhere2test_run.sh in the "Production" mode.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1501</dc:identifier>
          <dc:identifier>10.14278/rodare.1501</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1501</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34430</dc:relation>
          <dc:relation>doi:10.14278/rodare.1500</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/health</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>data pipeline</dc:subject>
          <dc:title>Data synchronizator of Where2test pipeline</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:358</identifier>
        <datestamp>2022-08-12T08:52:48Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Schrader, Martin</dc:creator>
          <dc:date>2020-06-05</dc:date>
          <dc:description>This set contains the raw data of the fluorescence scanning experiments used in the publication of "Quantification of peptide bound particles: A phage mimicking approach via site-selective immobilization on glass" by Schrader et al.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/358</dc:identifier>
          <dc:identifier>10.14278/rodare.358</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:358</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-31121</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-31119</dc:relation>
          <dc:relation>doi:10.14278/rodare.357</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:title>Raw data: "Quantification of peptide bound particles: A phage mimicking approach via site-selective immobilization on glass"</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1098</identifier>
        <datestamp>2022-08-12T08:52:48Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Schrader, Martin</dc:creator>
          <dc:date>2021-08-09</dc:date>
          <dc:description>This set contains the raw data of the fluorescence scanning experiments used in the publication of "Quantification of peptide bound particles: A phage mimicking approach via site-selective immobilization on glass" by Schrader et al..</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1098</dc:identifier>
          <dc:identifier>10.14278/rodare.1098</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1098</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-31121</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-31119</dc:relation>
          <dc:relation>doi:10.14278/rodare.357</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:title>Raw data: "Quantification of peptide bound particles: A phage mimicking approach via site-selective immobilization on glass"</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2453</identifier>
        <datestamp>2024-08-12T07:03:45Z</datestamp>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-elbe</setSpec>
        <setSpec>user-telbe</setSpec>
        <setSpec>user-felbe</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Uaman Svetikova, Tatiana Aureliia</dc:creator>
          <dc:creator>de Oliveira, Thales</dc:creator>
          <dc:creator>Pashkin, Alexej</dc:creator>
          <dc:creator>Ponomaryov, Alexey</dc:creator>
          <dc:creator>Berger, Christian</dc:creator>
          <dc:creator>Fuerst, Lena</dc:creator>
          <dc:creator>Bayer, Florian</dc:creator>
          <dc:creator>Novik, Elena</dc:creator>
          <dc:creator>Buhmann, Hartmut</dc:creator>
          <dc:creator>Molenkamp, Laurens</dc:creator>
          <dc:creator>Helm, Manfred</dc:creator>
          <dc:creator>Kiessling, Tobias</dc:creator>
          <dc:creator>Winnerl, Stephan</dc:creator>
          <dc:creator>Kovalev, Sergey</dc:creator>
          <dc:creator>Astakhov, Georgy</dc:creator>
          <dc:date>2023-08-28</dc:date>
          <dc:description>This upload represents the data used for publication &lt;&gt; including datasets, images and programming code.

1. Raw_data.rar contains raw data files obtained during transport measurements, two-colour pump-probe experiments(FELBE) and third harmonic generation experiments.

2. Drude_fit.rar contains the result of fitting the complex change in conductivity with Drude fit.

3. Band_structure_calculation.rar contains the result of the fermi energy and dispersion calculations based on kp-method.

4. Theoretical_model_calculation.rar contains the code of the program for the theoretical model for THG and fitting it with experimental data and its result

5. Presentation_Sample_QC0600.pptx contains the information about used sample.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2453</dc:identifier>
          <dc:identifier>10.14278/rodare.2453</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2453</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.17815/jlsrf-2-58</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-37468</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-37451</dc:relation>
          <dc:relation>doi:10.14278/rodare.2452</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/elbe</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/felbe</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/telbe</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>topological insulators</dc:subject>
          <dc:subject>third harmonic generation</dc:subject>
          <dc:subject>HgTe</dc:subject>
          <dc:title>Giant THz nonlinearity in topological and trivial HgTe-based heterostructures: Data</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>other</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2588</identifier>
        <datestamp>2023-12-01T11:14:56Z</datestamp>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Zhao, Xinne</dc:creator>
          <dc:creator>Kolbinger, Fiona R.</dc:creator>
          <dc:creator>Distler, Marius</dc:creator>
          <dc:creator>Weitz, Jürgen</dc:creator>
          <dc:creator>Makarov, Denys</dc:creator>
          <dc:creator>Bachmann, Michael</dc:creator>
          <dc:creator>Baraban, Larysa</dc:creator>
          <dc:date>2023-12-01</dc:date>
          <dc:description>research data on amylase concentration detection (Pancreatic α-Amylase in Postoperative Patients) with millifluidic device and plate reader and their statistical analysis</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2588</dc:identifier>
          <dc:identifier>10.14278/rodare.2588</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2588</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-38005</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-38002</dc:relation>
          <dc:relation>doi:10.14278/rodare.2587</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>pancreatic surgery</dc:subject>
          <dc:subject>postoperative pancreatic fistula</dc:subject>
          <dc:subject>pancreatic α-amylase</dc:subject>
          <dc:subject>droplet-based millifluidics</dc:subject>
          <dc:subject>point-of-care diagnostics</dc:subject>
          <dc:title>Data publication: Portable Droplet-Based Real-Time Monitoring of Pancreatic α-Amylase in Postoperative Patients</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>other</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:4578</identifier>
        <datestamp>2026-03-26T10:10:20Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-matter</setSpec>
        <setSpec>user-robl</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Gurzeda, Bartosz Piotr</dc:creator>
          <dc:creator>Boulanger, Nicolas</dc:creator>
          <dc:creator>Li, Gui</dc:creator>
          <dc:creator>Jørgensen, Mads Ry Vogel</dc:creator>
          <dc:creator>Kantor, Innokenty</dc:creator>
          <dc:creator>Baburin, Igor</dc:creator>
          <dc:creator>Petre, Marta</dc:creator>
          <dc:creator>Enachescu, Marius</dc:creator>
          <dc:creator>Talyzin, Alexandr V.</dc:creator>
          <dc:date>2026-03-12</dc:date>
          <dc:description>The dataset contains the characterization of the synthesized Ti3C2Tz MXene materials by etching Ti3AlC2 titanium aluminum carbide in solution of ammonium fluoride in acetic acid by XRD, TGA, and XPS.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/4578</dc:identifier>
          <dc:identifier>10.14278/rodare.4578</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:4578</dc:identifier>
          <dc:relation>doi:10.1107/S1600577520014265</dc:relation>
          <dc:relation>doi:10.1002/smll.202514731</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-43184</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-43125</dc:relation>
          <dc:relation>doi:10.14278/rodare.4577</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/matter</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/robl</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>environmental friendly</dc:subject>
          <dc:subject>in situ XRD</dc:subject>
          <dc:subject>MXene synthesis</dc:subject>
          <dc:subject>synchrotron</dc:subject>
          <dc:subject>titanium aluminum carbide</dc:subject>
          <dc:title>Data publication: Titanium Carbide MXene Synthesis by Etching of Titanium Aluminum Carbide in Acetic Acid Solution</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:4199</identifier>
        <datestamp>2026-01-07T15:21:39Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-health</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-pet-center</setSpec>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-zrt</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Maus, Jens</dc:creator>
          <dc:creator>Nitschke, Janina</dc:creator>
          <dc:creator>Nikulin, Pavel</dc:creator>
          <dc:creator>Hofheinz, Frank</dc:creator>
          <dc:creator>Barth, Mareike</dc:creator>
          <dc:creator>Lemm, Sandy</dc:creator>
          <dc:creator>Richter, Lena</dc:creator>
          <dc:creator>Pietzsch, Jens</dc:creator>
          <dc:creator>Braune, Anja</dc:creator>
          <dc:creator>Ullrich, Martin</dc:creator>
          <dc:date>2026-01-07</dc:date>
          <dc:description>Collection of neural network models for automatic image segmentation of microscopic tumor spheroids. Intended to be used with nnU-Net deep-learning framework. Trained and tested on a total of microscopic images of mouse pheochromocytoma (MPC) tumor cells.

In addition to the trained network model, a PyQt5-based graphical user interface tool is provided. This tool provides a complete pipeline for handling microscopic spheroid image data, running deep-learning–based delineation, and curating results for continuous model improvement.

For installation and usage instructions, please visit https://github.com/hzdr-MedImaging/pyMarAI

Please cite nnU-Net and the respective paper when using pyMarAI.

List of available model types:


	pyMarAI-1.0.0-ecat.zip: nnUNetv2 ready network (for ECAT7)
	pyMarAI-1.0.0-nifti.zip: nnUNetv2 ready network (for NIFTI)
</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/4199</dc:identifier>
          <dc:identifier>10.14278/rodare.4199</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:4199</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-42498</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-42497</dc:relation>
          <dc:relation>url:https://github.com/hzdr-MedImaging/pyMarAI</dc:relation>
          <dc:relation>doi:10.14278/rodare.4198</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/health</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/pet-center</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/zrt</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by-sa/4.0/legalcode</dc:rights>
          <dc:subject>Tumor Spheroid Imaging</dc:subject>
          <dc:subject>Radiopharmacological Treatment Response Assays</dc:subject>
          <dc:subject>Delineation</dc:subject>
          <dc:subject>Cancer</dc:subject>
          <dc:subject>Deep-Learning</dc:subject>
          <dc:subject>Artifical Intelligence</dc:subject>
          <dc:subject>Convolutional Neural Networks</dc:subject>
          <dc:subject>Network model</dc:subject>
          <dc:title>pyMarAI: nnU-Net-based Tumor Spheroids Auto Delineation</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:3208</identifier>
        <datestamp>2024-10-21T14:18:12Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
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        <setSpec>user-topflow</setSpec>
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        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Barthel, Frank</dc:contributor>
          <dc:contributor>Sprewitz, Uwe</dc:contributor>
          <dc:contributor>Sohr, Johanna</dc:contributor>
          <dc:contributor>Schubert, Markus</dc:contributor>
          <dc:contributor>Bieberle, André</dc:contributor>
          <dc:creator>Sohr, Johanna</dc:creator>
          <dc:creator>Barthel, Frank</dc:creator>
          <dc:creator>Sprewitz, Uwe</dc:creator>
          <dc:creator>Schubert, Markus</dc:creator>
          <dc:date>2024-10-18</dc:date>
          <dc:description>This repository contains sequences of CT images of the two-phase flow in sandwich packings that are alternately arranged in a packing stack using B1-250 (specific geometric surface area is 250 m² /m³) for de-entrainment layer and B1-750 (specific geometric surface area is 750 m² /m³) for holdup layer. As measurement system the ultrafast electron beam X-ray computed tomography scanner was applied in dual plane scanning mode with a dual-imaging frequency of 1000 Hz. Operating parameters, the scanning plane as well as the tags "AB" for de-entrainment layer, "AN" for hold-up layer and "DRIVE" for an axial scan are encoded in the name of the data files.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/3208</dc:identifier>
          <dc:identifier>10.14278/rodare.3208</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:3208</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-39769</dc:relation>
          <dc:relation>doi:10.14278/rodare.3207</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
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          <dc:relation>url:https://rodare.hzdr.de/communities/rofex</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/topflow</dc:relation>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>sandwich packings</dc:subject>
          <dc:subject>two-phase flow</dc:subject>
          <dc:subject>ultrafast electron-beam X-ray CT</dc:subject>
          <dc:title>CT image sequences of sandwich packings: B1-250 plus B1-750 at constant liquid rate of 50 m³/(m²h) and various gas rates</dc:title>
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          <dc:type>dataset</dc:type>
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        <identifier>oai:rodare.hzdr.de:3614</identifier>
        <datestamp>2025-03-06T07:57:59Z</datestamp>
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          <dc:creator>Yan, Cong</dc:creator>
          <dc:creator>Hirschmann, Eric</dc:creator>
          <dc:creator>Geers, G. D. Marc</dc:creator>
          <dc:creator>Giuntini, Diletta</dc:creator>
          <dc:date>2025-03-06</dc:date>
          <dc:description>This data set consists of positron annihilation lifetime measurements generated at a conventional measuring station with a Na-22 source.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/3614</dc:identifier>
          <dc:identifier>10.14278/rodare.3614</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:3614</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.1016/j.matdes.2025.113784</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-41068</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-41067</dc:relation>
          <dc:relation>doi:10.14278/rodare.3613</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/matter</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>Supercrystals</dc:subject>
          <dc:subject>Creep</dc:subject>
          <dc:subject>Nonlinear viscoelasticity</dc:subject>
          <dc:subject>Free volume</dc:subject>
          <dc:subject>Positron annihilation lifetime spectroscop</dc:subject>
          <dc:title>Data publication: Free volume and nonlinear viscoelasticity in supercrystalline nanocomposites: A nanoindentation driven modelling analysis</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:3379</identifier>
        <datestamp>2025-04-24T15:12:29Z</datestamp>
        <setSpec>openaire_data</setSpec>
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          <dc:creator>Wicaksono, Damar Canggih</dc:creator>
          <dc:creator>Hernandez Acosta, Uwe</dc:creator>
          <dc:creator>Thekke Veettil, Sachin Krishnan</dc:creator>
          <dc:creator>Kissinger, Jannik</dc:creator>
          <dc:creator>Hecht, Michael</dc:creator>
          <dc:date>2025-01-06</dc:date>
          <dc:description>Data for the draft manuscript "Minterpy: Multivariate polynomial interpolation in Python". The archive also includes the scripts to generate the data and create the plot that appears in the paper.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/3379</dc:identifier>
          <dc:identifier>10.14278/rodare.3379</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:3379</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-40457</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-40367</dc:relation>
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          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:title>Data to "Minterpy: Multivariate polynomial interpolation in Python"</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2864</identifier>
        <datestamp>2024-05-21T14:44:21Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-energy</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
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      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Thiele, Samuel Thomas</dc:creator>
          <dc:creator>Kirsch, Moritz</dc:creator>
          <dc:creator>Madriz Diaz, Yuleika Carolina</dc:creator>
          <dc:creator>Gloaguen, Richard</dc:creator>
          <dc:date>2024-05-15</dc:date>
          <dc:description>This hyperspectral drillcore dataset (shed) contains 10 drill holes, totalling 413 boxes that cumulatively contain 2845 meters of scanned cores. Hyperspectral data is stored in the widely used ENVI format (.dat and associated .hdr files), which can be opened using e.g., napari-hippo (GUI) and hylite (python). The whole directory structure is compatible with hycore, for easier out-of-core processing and visualisation.

These hyperspectral data and associated visualisations can also be viewed interactively here.

These cores intersect stratigraphic units of the Lower Carboniferous Irish Midlands, including the Lucan Formation (Upper Dark Limestones), the Feltrim Formation (Boulder Conglomerate), the Slane Castle Formation (Argillaceous Bioclastic Limestone), the Meath Formation (Shaley Pale Limestones unit), the Liscarton Formation (Mixed Beds unit), and Lower Paleozoic basement rocks.

Scanning was conducted on cores such that a variety of lithology, sedimentary facies, proximity to mineralization, alteration intensity, and dolomitization intensity were sampled.

These data were acquired as part of the Horizons Europe project Vector. Teck Ireland is acknowledged for providing access to core material and assisting with the hyperspectral scanning logistics.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2864</dc:identifier>
          <dc:identifier>10.14278/rodare.2864</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2864</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-39121</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-39108</dc:relation>
          <dc:relation>doi:10.14278/rodare.2863</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>mineral deposits</dc:subject>
          <dc:subject>hyperspectral</dc:subject>
          <dc:subject>resources</dc:subject>
          <dc:subject>ireland</dc:subject>
          <dc:subject>sediment hosted Pb-Zn</dc:subject>
          <dc:title>Collinstown Hyperspectral Drillcore Data</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:615</identifier>
        <datestamp>2022-06-15T12:21:34Z</datestamp>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Bartie, Neill Jacques</dc:contributor>
          <dc:contributor>Heibeck, Magdalena</dc:contributor>
          <dc:creator>Bartie, Neill Jacques</dc:creator>
          <dc:creator>Heibeck, Magdalena</dc:creator>
          <dc:date>2020-11-27</dc:date>
          <dc:description>A process simulation model for the production and purification of Zinc via the Roast-Leach-Electrowinning (RLE) process and the subsequent production of its byproduct, Cadmium. It also includes a process for the precipitation of jarosite, and produces residues that can be further processed for the production of Copper and Cobalt. The refining of crude Lead (Pb) bullion is included as a separate stand-alone section.

The simulation was created using flowsheet configurations and operating parameters available in the public domain. Feed and product stream compositions are therefore metallurgically sound and representative of industrial operations that use the processes modelled. The simulation remains an abstraction of reality, however, and should be verified and adopted to the specific operation under consideration. 

The model was developed using the HSC Sim Flowsheet Module in HSC Chemistry 10 (version 10.0.0.5).

(https://www.outotec.com/products-and-services/technologies/digital-solutions/hsc-chemistry/)

Note: The authors do not accept responsibility for any errors. The onus is on the user to verify and validate results against the system being investigated, as system configurations and operating parameters differ from site to site.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/615</dc:identifier>
          <dc:identifier>10.14278/rodare.615</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:615</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-31779</dc:relation>
          <dc:relation>doi:10.14278/rodare.614</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Process Simulation</dc:subject>
          <dc:subject>Metal production</dc:subject>
          <dc:subject>Zinc</dc:subject>
          <dc:subject>Cadmium</dc:subject>
          <dc:subject>Lead</dc:subject>
          <dc:subject>Copper</dc:subject>
          <dc:subject>Cobalt</dc:subject>
          <dc:subject>Jarosite</dc:subject>
          <dc:title>Process Simulation: Zinc and Cadmium production, Lead refining</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>other</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:198</identifier>
        <datestamp>2024-08-14T11:26:21Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-topflow</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Neumann-Kipping, Martin</dc:contributor>
          <dc:contributor>Hampel, Uwe</dc:contributor>
          <dc:contributor>Bieberle, André</dc:contributor>
          <dc:creator>Neumann-Kipping, Martin</dc:creator>
          <dc:creator>Hampel, Uwe</dc:creator>
          <dc:date>2019-12-01</dc:date>
          <dc:description>For the investigation of bubbly two-phase flow, which should serve as a future benchmark experiment for CFD code validation, an experimental study has been conducted at the Transient Two-Phase Flow (TOPFLOW) facility at Helmholtz-Zentrum Dresden – Rossendorf (HZDR) using ultrafast electron beam X-ray tomography (UFXRAY). In this study, flow constrictions were installed into a pipe to create a generic three-dimensional flow field as an advanced test case for CFD codes. UFXRAY provide valueable data of the gas phase dynamics with high temporal and spatial resolution.

The provided data set contains the entire results of the experimental series L32 that uses a ring-shaped flow constriction with a blockage ratio of 0.5. 

An additional info.txt file provides all required information (e.g. nomenclature or binary file structure) and is, thus, necessary for interpretation of the experimental data.</dc:description>
          <dc:description>This work is funded by the German Federal Ministry for Economic Affairs and Energy (BMWi) with the grant number 1501481 on the basis of a decision by the German Bundestag.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/198</dc:identifier>
          <dc:identifier>10.14278/rodare.198</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:198</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.14278/rodare.124</dc:relation>
          <dc:relation>doi:10.14278/rodare.139</dc:relation>
          <dc:relation>doi:10.14278/rodare.122</dc:relation>
          <dc:relation>doi:10.14278/rodare.137</dc:relation>
          <dc:relation>doi:10.14278/rodare.1195</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-29886</dc:relation>
          <dc:relation>doi:10.14278/rodare.197</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/topflow</dc:relation>
          <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
          <dc:subject>ultrafast X-ray computed tomography</dc:subject>
          <dc:subject>bubbly two-phase flow</dc:subject>
          <dc:subject>three-dimensional flow field</dc:subject>
          <dc:subject>two-phase pipe flow</dc:subject>
          <dc:subject>flow constriction</dc:subject>
          <dc:subject>experimental benchmark data</dc:subject>
          <dc:title>Hydrodynamic experimental benchmark data of bubbly two-phase pipe flow around a ring-shaped constriction</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1941</identifier>
        <datestamp>2023-01-17T10:37:18Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-casus</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Davoodi Monfared, Mansoor</dc:creator>
          <dc:creator>Senapati, Abhishek</dc:creator>
          <dc:creator>Mertel, Adam</dc:creator>
          <dc:creator>Schlechte-Welnicz, Weronika</dc:creator>
          <dc:creator>Calabrese, Justin</dc:creator>
          <dc:date>2022-11-09</dc:date>
          <dc:description>Codes for "Optimal workplace occupancy strategies during the COVID-19 pandemic"</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1941</dc:identifier>
          <dc:identifier>10.14278/rodare.1941</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1941</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34450</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-35422</dc:relation>
          <dc:relation>doi:10.14278/rodare.1940</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/casus</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>COVID-19</dc:subject>
          <dc:subject>Pandemic</dc:subject>
          <dc:subject>Optimal Presence Strategy</dc:subject>
          <dc:subject>Productivity\sep Infection</dc:subject>
          <dc:title>Software publication: Optimal workplace occupancy strategies during the COVID-19 pandemic</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1652</identifier>
        <datestamp>2023-06-02T08:54:59Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Voigt, Martin</dc:creator>
          <dc:creator>Knodel, Oliver</dc:creator>
          <dc:date>2021-04-16</dc:date>
          <dc:description>This dataset contains the metadata for an example project generated using the project export button in our prototype scientific project lifecycle and workflow management system HELIPORT (HELmholtz ScIentific Project WORkflow PlaTform). The metadata schema is still under development and this entry will be updated to reflect further developments.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1652</dc:identifier>
          <dc:identifier>10.14278/rodare.1652</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1652</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.14278/rodare.947</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32577</dc:relation>
          <dc:relation>doi:10.14278/rodare.947</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32577</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32537</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-33939</dc:relation>
          <dc:relation>doi:10.14278/rodare.938</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>metadata</dc:subject>
          <dc:subject>HELIPORT</dc:subject>
          <dc:subject>project livecycle</dc:subject>
          <dc:subject>FAIR</dc:subject>
          <dc:title>Example Project Plan generated by HELIPORT</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
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      <header>
        <identifier>oai:rodare.hzdr.de:4192</identifier>
        <datestamp>2026-06-29T06:30:03Z</datestamp>
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          <dc:contributor>Couteau, Arthur</dc:contributor>
          <dc:contributor>Kriebitzsch, Sebastian</dc:contributor>
          <dc:contributor>Kumaresh, Pramodh</dc:contributor>
          <dc:contributor>Mohite, Onkar</dc:contributor>
          <dc:contributor>Simroth, Patrick</dc:contributor>
          <dc:contributor>Upadhyay, Kartik</dc:contributor>
          <dc:creator>Hänsch, Susann</dc:creator>
          <dc:creator>Draw, Mazen</dc:creator>
          <dc:creator>Evdokimov, Ilya</dc:creator>
          <dc:creator>Kamble, Vikrant Vinayak</dc:creator>
          <dc:creator>Khan, Haris</dc:creator>
          <dc:creator>Krull, Benjamin</dc:creator>
          <dc:creator>Lehnigk, Ronald</dc:creator>
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          <dc:creator>Tekavčič, Matej</dc:creator>
          <dc:date>2025-12-16</dc:date>
          <dc:description>This repository contains simulation setups for the Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. The simulation setups are separated into mono- and polydisperse bubbly flows utilising the Baseline model by HZDR set, setups for a morphology-adaptive multifield two-fluid model (disperse and resolved interfaces) and miscellaneous cases.Acknowledgement: OpenFOAM(R) is a registered trade mark of OpenCFD Limited, producer and distributor of the OpenFOAM(R) software via www.openfoam.com. The Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software is not compatible with the software released by OpenCFD Limited, but is based on the software released by the OpenFOAM Foundation via www.openfoam.org</dc:description>
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          <dc:relation>url:https://www.hzdr.de/publications/Publ-32161</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32323</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32356</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-35412</dc:relation>
          <dc:relation>doi:10.14278/rodare.811</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
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          <dc:relation>url:https://rodare.hzdr.de/communities/openfoam</dc:relation>
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          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>Computational Fluid Dynamics</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:subject>Euler-Euler Method</dc:subject>
          <dc:subject>Shell</dc:subject>
          <dc:subject>Python</dc:subject>
          <dc:subject>Gnuplot</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:title>Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
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        <datestamp>2026-06-29T08:02:17Z</datestamp>
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          <dc:contributor>Mohite, Onkar</dc:contributor>
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          <dc:contributor>Upadhyay, Kartik</dc:contributor>
          <dc:creator>Hänsch, Susann</dc:creator>
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          <dc:creator>Khan, Haris</dc:creator>
          <dc:creator>Krull, Benjamin</dc:creator>
          <dc:creator>Lehnigk, Ronald</dc:creator>
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          <dc:creator>Liao, Yixiang</dc:creator>
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          <dc:creator>Tekavčič, Matej</dc:creator>
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          <dc:description>This repository contains simulation setups for the Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. The simulation setups are separated into mono- and polydisperse bubbly flows utilising the Baseline model by HZDR set, setups for a morphology-adaptive multifield two-fluid model (disperse and resolved interfaces) and miscellaneous cases.Acknowledgement: OpenFOAM(R) is a registered trade mark of OpenCFD Limited, producer and distributor of the OpenFOAM(R) software via www.openfoam.com. The Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software is not compatible with the software released by OpenCFD Limited, but is based on the software released by the OpenFOAM Foundation via www.openfoam.org</dc:description>
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          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>Computational Fluid Dynamics</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:subject>Euler-Euler Method</dc:subject>
          <dc:subject>Shell</dc:subject>
          <dc:subject>Python</dc:subject>
          <dc:subject>Gnuplot</dc:subject>
          <dc:subject>C++</dc:subject>
          <dc:title>Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:194</identifier>
        <datestamp>2026-02-27T10:10:01Z</datestamp>
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        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Knodel, Oliver</dc:creator>
          <dc:creator>Gruber, Thomas</dc:creator>
          <dc:creator>Müller, Stefan</dc:creator>
          <dc:creator>Juckeland, Guido</dc:creator>
          <dc:date>2019-11-06</dc:date>
          <dc:description>Top-Level Architecture of the proposed HZDR Data Management Strategy</dc:description>
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          <dc:identifier>oai:rodare.hzdr.de:194</dc:identifier>
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          <dc:rights>https://creativecommons.org/licenses/by-nc/4.0/legalcode</dc:rights>
          <dc:subject>data management</dc:subject>
          <dc:title>HZDR Data Management Strategy — Top-Level Architecture</dc:title>
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        <datestamp>2026-02-27T10:00:34Z</datestamp>
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        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Knodel, Oliver</dc:creator>
          <dc:creator>Gruber, Thomas</dc:creator>
          <dc:creator>Müller, Stefan</dc:creator>
          <dc:creator>Juckeland, Guido</dc:creator>
          <dc:date>2020-02-12</dc:date>
          <dc:description>Top-Level Architecture of the proposed HZDR Data Management Strategy</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/252</dc:identifier>
          <dc:identifier>10.14278/rodare.252</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:252</dc:identifier>
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          <dc:relation>url:https://www.hzdr.de/publications/Publ-29873</dc:relation>
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          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by-nc/4.0/legalcode</dc:rights>
          <dc:subject>data management</dc:subject>
          <dc:title>HZDR Data Management Strategy — Top-Level Architecture</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
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        <identifier>oai:rodare.hzdr.de:2162</identifier>
        <datestamp>2026-02-27T10:00:34Z</datestamp>
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        <setSpec>user-rodare</setSpec>
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      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Knodel, Oliver</dc:creator>
          <dc:creator>Gruber, Thomas</dc:creator>
          <dc:creator>Kelling, Jeffrey</dc:creator>
          <dc:creator>Lokamani, Mani</dc:creator>
          <dc:creator>Müller, Stefan</dc:creator>
          <dc:creator>Pape, David</dc:creator>
          <dc:creator>Juckeland, Guido</dc:creator>
          <dc:date>2023-02-23</dc:date>
          <dc:description>Top-Level Architecture of the proposed HZDR Data Management Strategy with additional description of the various systems and services. </dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2162</dc:identifier>
          <dc:identifier>10.14278/rodare.2162</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2162</dc:identifier>
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          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by-nc/4.0/legalcode</dc:rights>
          <dc:subject>data management</dc:subject>
          <dc:subject>heliporot</dc:subject>
          <dc:subject>meta data</dc:subject>
          <dc:subject>FAIR</dc:subject>
          <dc:subject>data provenance</dc:subject>
          <dc:subject>workflows</dc:subject>
          <dc:title>HZDR Data Management Strategy — Top-Level Architecture</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2513</identifier>
        <datestamp>2026-02-27T10:00:35Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Knodel, Oliver</dc:creator>
          <dc:creator>Gruber, Thomas</dc:creator>
          <dc:creator>Kelling, Jeffrey</dc:creator>
          <dc:creator>Lokamani, Mani</dc:creator>
          <dc:creator>Müller, Stefan</dc:creator>
          <dc:creator>Pape, David</dc:creator>
          <dc:creator>Juckeland, Guido</dc:creator>
          <dc:date>2023-02-23</dc:date>
          <dc:description>This data publication contains an overview to the Top-Level Architecture of the proposed HZDR Data Management Strategy with additional description of the various systems and services. 

The Helmholtz-Zentrum Dresden-Rossendorf (HZDR) pursues a comprehensive data management strategy that is designed as an architecture of services to describe and manage scientific experiments in a sustainable manner. This strategy is based on the FAIR principles and aims to ensure the findability, accessibility, interoperability and reusability of research data.
The HZDR's comprehensive data lifecycle covers all phases of the data lifecycle: from planning and collection to analysis, storage, publication and archiving. Each phase is supported by specialised services and tools that help scientists to efficiently collect, store and share their data. These services include:


	Electronic lab notebook: for the digital recording and management of lab experiments and data.
	Data management plans (RDMO): For planning and organising data management during a research project.
	(Time Series) Databases: For structured storage and retrieval of research data.
	File systems: For storing and managing files in a controlled environment.
	Publication systems (ROBIS, RODARE): For the publication and accessibility of research data and results.
	Metadata catalogue (SciCat): For describing data in a wide variety of subsystems using searchable metadata
	Repositories (Helmholtz Codebase): For archiving, version control and provision of software, special data sets and workflows. 
	 Proposal Management System (GATE): For the administration of project proposals and approvals.


The superordinate web service HELIPORT plays a central role here. HELIPORT acts as a gateway and connecting service that links all components of the Data Management Strategy and describes them in a sustainable manner. HELIPORT ensures standardised access to the various services and tools, which considerably simplifies collaboration and the exchange of data.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2513</dc:identifier>
          <dc:identifier>10.14278/rodare.2513</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2513</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-29873</dc:relation>
          <dc:relation>doi:10.14278/rodare.946</dc:relation>
          <dc:relation>doi:10.14278/rodare.2269</dc:relation>
          <dc:relation>doi:10.52825/cordi.v1i.277</dc:relation>
          <dc:relation>doi:10.14278/rodare.3132</dc:relation>
          <dc:relation>doi:10.14278/rodare.193</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by-nc/4.0/legalcode</dc:rights>
          <dc:subject>data management</dc:subject>
          <dc:subject>heliporot</dc:subject>
          <dc:subject>meta data</dc:subject>
          <dc:subject>FAIR</dc:subject>
          <dc:subject>data provenance</dc:subject>
          <dc:subject>workflows</dc:subject>
          <dc:title>HZDR Data Management Strategy — Top-Level Architecture</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:3355</identifier>
        <datestamp>2025-05-06T09:07:12Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-casus</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Wicaksono, Damar Canggih</dc:creator>
          <dc:creator>Hecht, Michael</dc:creator>
          <dc:date>2024-11-18</dc:date>
          <dc:description>UQTestFuns is an open-source Python3 library of test functions commonly used within the applied uncertainty quantification (UQ) community. Specifically, the package provides:


	an implementation with minimal dependencies (i.e., NumPy and SciPy) and a common interface of many test functions
	a single entry point collecting test functions and their probabilistic input specifications in a single Python package
	an opportunity for an open-source contribution, supporting the implementation of new test functions or posting reference results.


In short, UQTestFuns is an homage to the Virtual Library of Simulation Experiments (VLSE).

v0.5.0 is a minor release that further expands the library of available UQ test functions. This update introduces 14 new test functions, bringing the total to 56.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/3355</dc:identifier>
          <dc:identifier>10.14278/rodare.3355</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:3355</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.21105/joss.05671</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-37736</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-37735</dc:relation>
          <dc:relation>doi:10.14278/rodare.2530</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/casus</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/MIT</dc:rights>
          <dc:subject>python</dc:subject>
          <dc:subject>uncertainty-quantification</dc:subject>
          <dc:subject>benchmark</dc:subject>
          <dc:subject>sensitivity-analysis</dc:subject>
          <dc:subject>metamodeling</dc:subject>
          <dc:subject>reliability-analysis</dc:subject>
          <dc:title>UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1830</identifier>
        <datestamp>2023-11-20T12:40:41Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-energy</setSpec>
        <setSpec>user-fwd</setSpec>
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      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Hessenkemper, Hendrik</dc:creator>
          <dc:creator>Starke, Sebastian</dc:creator>
          <dc:creator>Atassi, Yazan</dc:creator>
          <dc:creator>Ziegenhein, Thomas</dc:creator>
          <dc:creator>Lucas, Dirk</dc:creator>
          <dc:date>2022-08-05</dc:date>
          <dc:description>This package contains the software and the trained models described in the publication "Bubble identification from images with machine learning methods". Please refer to the README.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1830</dc:identifier>
          <dc:identifier>10.14278/rodare.1830</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1830</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34349</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34350</dc:relation>
          <dc:relation>doi:10.14278/rodare.1470</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Bubbly flows</dc:subject>
          <dc:subject>Deep Learning</dc:subject>
          <dc:subject>Computer Vision</dc:subject>
          <dc:subject>CNN</dc:subject>
          <dc:subject>Semantic segmentation</dc:subject>
          <dc:title>Software for Bubble identification from images with machine learning methods</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2329</identifier>
        <datestamp>2023-11-20T12:40:41Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-energy</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Hessenkemper, Hendrik</dc:creator>
          <dc:creator>Starke, Sebastian</dc:creator>
          <dc:creator>Atassi, Yazan</dc:creator>
          <dc:creator>Ziegenhein, Thomas</dc:creator>
          <dc:creator>Lucas, Dirk</dc:creator>
          <dc:date>2022-08-05</dc:date>
          <dc:description>This package contains the software and the trained models described in the publication "Bubble identification from images with machine learning methods". Please refer to the README.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.

Update

The Prediction_demo.ipynb includes now an example how to prepare the predictions for the tracking algorithm of "Fate of bubble clusters rising in a quiescent liquid". The tracking code can be found here.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2329</dc:identifier>
          <dc:identifier>10.14278/rodare.2329</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2329</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34349</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34350</dc:relation>
          <dc:relation>doi:10.14278/rodare.1470</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Bubbly flows</dc:subject>
          <dc:subject>Deep Learning</dc:subject>
          <dc:subject>Computer Vision</dc:subject>
          <dc:subject>CNN</dc:subject>
          <dc:subject>Semantic segmentation</dc:subject>
          <dc:title>Software for Bubble identification from images with machine learning methods</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
      </metadata>
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    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2343</identifier>
        <datestamp>2023-11-06T12:58:35Z</datestamp>
        <setSpec>openaire_data</setSpec>
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        <setSpec>user-fwo</setSpec>
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        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Bilodid, Yurii</dc:creator>
          <dc:date>2019-11-27</dc:date>
          <dc:description>The X2 VVER-1000 benchmark specification dataset.
 - version 1.0: original dataset
 - version 1.1: added results template for the Control Cor Ejection exercise.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2343</dc:identifier>
          <dc:identifier>10.14278/rodare.2343</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2343</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.1016/j.anucene.2020.107558</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-30009</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-29992</dc:relation>
          <dc:relation>doi:10.14278/rodare.199</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwo</dc:relation>
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          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>VVER-1000</dc:subject>
          <dc:subject>X2 benchmark</dc:subject>
          <dc:title>X2 benchmark specification dataset</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:2872</identifier>
        <datestamp>2024-08-12T08:05:48Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-health</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-oncoray</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Werner, Rahel-Debora</dc:contributor>
          <dc:contributor>Franke, Anna</dc:contributor>
          <dc:contributor>Makarevich, Krystsina</dc:contributor>
          <dc:contributor>Kögler, Toni</dc:contributor>
          <dc:contributor>Kögler, Toni</dc:contributor>
          <dc:contributor>Stach, Daniel</dc:contributor>
          <dc:contributor>Weinberger, David</dc:contributor>
          <dc:contributor>Wolf, Andreas</dc:contributor>
          <dc:contributor>Dreyer, Anne</dc:contributor>
          <dc:creator>Makarevich, Krystsina</dc:creator>
          <dc:creator>Schellhammer, Sonja</dc:creator>
          <dc:creator>Pausch, Guntram</dc:creator>
          <dc:creator>Römer, Katja</dc:creator>
          <dc:creator>Tiebel, Jessica</dc:creator>
          <dc:creator>Turko, Joseph Alexander Bunker</dc:creator>
          <dc:creator>Wagner, Andreas</dc:creator>
          <dc:creator>Kögler, Toni</dc:creator>
          <dc:date>2024-05-16</dc:date>
          <dc:description>The dataset contains the data reported on https://www.hzdr.de/publications/Publ-39073 where 2 proton bunch monitors (PBMs), namely the diamond detector and the cyclotron monitoring signal Uphi, are established, characterized, and applied for correcting the prompt gamma-ray timing (PGT) data. Experimental setup, irradiation modalities, data acquisition, and data pre- and postprocessing are described there.

The process is summarized in the following:

Experimental setup: A homogeneous cylindrical PMMA phantom was irradiated with a proton beam. Two sets of measurements were considered:

S1) measurements at the horizontal fixed beamline with the control of the beam time structure and current. These data establish the relation between the investigated PBMs and calibrate them to the scattering setup that provides the proton bunch arrival time in the experimental room. The phantom was irradiated with 7 different proton energies Ep = {70, 90, 110, 130, 160, 190, 224} MeV. For each Ep, 3 irradiation modalities were applied:


	CW-mode represented the continuous beam lasting for 30 s, the beam current Ibeam = 2 nA for all Ep excluding 70 MeV (for 70 MeV, Ibeam = 0.5 nA);
	Plan I represented a clinically realistic plan with a spot duration of 4 ms and a spot repetition time of 7 ms. The beam current Ibeam = 1 nA for all Ep excluding 70 MeV (for 70 MeV, Ibeam = 0.5 nA);
	Plan II aimed to reproduce the measurements of Werner et al. (2019) in Phys. Med. Biol. 64 105023, 20pp (https://doi.org/10.1088/1361-6560/ab176d). For that, the spot duration was set to 69 ms, and the repetition time was 72 ms. The beam current Ibeam = 1 nA for all Ep excluding 70 MeV (for 70 MeV, Ibeam = 0.5 nA).


S2) measurements at the pencil beam scanning (PBS) beamline were similar to those at the clinical beam delivery nozzle. The PBS beamline delivers the beam as spots of given intensity (expressed in MU), (x,y)-coordinates, and energy (corresponds to the penetration depth or z-coordinate). These data comprise data from the PGT detector and PBMs and are used to correct the PGT data employing the investigated PBMs. The phantom was irradiated with 8 different proton energies Ep = {70, 90, 110, 130, 162, 180, 200, 220} MeV. For every energy, 2 spot intensities were considered: 0.1 MU per 1 spot (~1e7 protons) and 1 MU per 1 spot (~1e8 protons). For Ep = 162 MeV, an additional spot intensity of 10 MU per 1 spot (~1e9 protons) was applied to reproduce the measurements of Werner et al. (2019) in Phys. Med. Biol. 64 105023, 20pp (https://doi.org/10.1088/1361-6560/ab176d).

Data preprocessing:

The raw data of each measurement were converted from the binary list-mode format to ROOT TTrees. The data were corrected for the photomultiplier gain drift, and digitalization time non-linearities, and the integral signal was converted into deposited energy. For the measurements at the fixed beamline, the coincidence analysis was applied additionally for non-PBM detectors. The data were assigned to individual corresponding spots for the PBS beamline measurements.

Data structure:

The ROOT files are named u100-p00XX-yyyy-mm-dd_HH.MM.SS+TZ.root where p00XX is the detector’s number, yyyy-mm-dd_HH.MM.SS is the time of the measurement, and TZ is the time zone. Here, p0012 and p0019 mean scintillating detectors that were used both at the fixed beamline, and only detector p0012 was used for PGT measurements at the PBS beamline. P0015 is the diamond detector, and p0017 contains data of the Uphi signal.

In general, the data structure inside the ROOT files is different depending on the purpose of the detector. However, there are some general includes:


	data (TTree) contains list-mode data which comprises

	
		uncorrected data: before corrections and calibrations steps;
		corrected data: after correcations and calibrations steps;
	
	
	meta (TTree) is a measurement metadata (applied detector voltage, the start time of the measurements, etc.);
	histograms is a directory with selected example histograms (uncorrected);
	analysis is a directory with histograms with corrected data used for the analysis.


For further questions, please refer to the contact persons stated above.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/2872</dc:identifier>
          <dc:identifier>10.14278/rodare.2872</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:2872</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.14278/rodare.2872</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-39104</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-39104</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-39104</dc:relation>
          <dc:relation>doi:10.14278/rodare.2872</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-39104</dc:relation>
          <dc:relation>doi:10.14278/rodare.2872</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-39073</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-39104</dc:relation>
          <dc:relation>doi:10.14278/rodare.2871</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/health</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/oncoray</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>prompt gamma timing</dc:subject>
          <dc:subject>PGT</dc:subject>
          <dc:subject>proton bunch monitor</dc:subject>
          <dc:subject>PBM</dc:subject>
          <dc:subject>proton range verification</dc:subject>
          <dc:title>Experimental data for investigating proton bunch monitors for clinical translation of prompt gamma-ray timing</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:318</identifier>
        <datestamp>2022-11-03T07:54:50Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-casus</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Moldabekov, Zhandos</dc:contributor>
          <dc:contributor>Vorberger, Jan</dc:contributor>
          <dc:creator>Dornheim, Tobias</dc:creator>
          <dc:creator>Groth, Simon</dc:creator>
          <dc:date>2020-05-08</dc:date>
          <dc:description>PIMC data for the static density response obtained by Dornheim et al. (Plasma Phys. Control. Fusion, https://doi.org/10.1088/1361-6587/ab8bb4). These data can be freely used by other researchers and contain a README file with additional information.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/318</dc:identifier>
          <dc:identifier>10.14278/rodare.318</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:318</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>doi:10.1088/1361-6587/ab8bb4</dc:relation>
          <dc:relation>doi:10.1088/1361-6587/ab8bb4</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-30990</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-30992</dc:relation>
          <dc:relation>doi:10.14278/rodare.317</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/casus</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:subject>Path integral Monte Carlo</dc:subject>
          <dc:subject>uniform electron gas</dc:subject>
          <dc:title>PIMC data for the uniform electron gas in the high energy density regime</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:1862</identifier>
        <datestamp>2023-01-26T12:01:40Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:creator>Alston, Jesse M.</dc:creator>
          <dc:creator>Fleming, Christen H.</dc:creator>
          <dc:creator>Kays, Roland</dc:creator>
          <dc:creator>Streicher, Jarryd P.</dc:creator>
          <dc:creator>Downs, Colleen T.</dc:creator>
          <dc:creator>Ramesh, Tharmalingam</dc:creator>
          <dc:creator>Reineking, Bjoern</dc:creator>
          <dc:creator>Calabrese, Justin</dc:creator>
          <dc:date>2022-10-10</dc:date>
          <dc:description>Data and code that can be used to reproduce the analyses underlying 'Mitigating pseudoreplication and bias in resource selection functions with autocorrelation-informed weighting' by Alston, Fleming, et al. (Preprint: https://doi.org/10.1101/2022.04.21.489059)

For more detailed information, please visit the README file.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1862</dc:identifier>
          <dc:identifier>10.14278/rodare.1862</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1862</dc:identifier>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-35259</dc:relation>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-34572</dc:relation>
          <dc:relation>doi:10.1111/2041-210X.14025</dc:relation>
          <dc:relation>doi:10.14278/rodare.1861</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
          <dc:title>Data and code for: Mitigating pseudoreplication and bias in resource selection functions with autocorrelation-informed weighting</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>dataset</dc:type>
        </oai_dc:dc>
      </metadata>
    </record>
    <record>
      <header>
        <identifier>oai:rodare.hzdr.de:757</identifier>
        <datestamp>2024-08-08T10:38:45Z</datestamp>
        <setSpec>openaire_data</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-matter</setSpec>
        <setSpec>user-rodare</setSpec>
        <setSpec>user-elbe</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Kim, Heejae</dc:contributor>
          <dc:contributor>Jäger, Sebastian</dc:contributor>
          <dc:creator>Deinert, Jan-Christoph</dc:creator>
          <dc:creator>Kovalev, Sergey</dc:creator>
          <dc:date>2021-01-22</dc:date>
          <dc:description>Research data for the May 2020 beamtime on "THz-driven structural phase transition in a hybrid perovskite".

PI: Heejae Kim, MPI for polymer research, Mainz.</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/757</dc:identifier>
          <dc:identifier>10.14278/rodare.757</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:757</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32146</dc:relation>
          <dc:relation>doi:10.14278/rodare.756</dc:relation>
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          <dc:subject>Terahertz</dc:subject>
          <dc:subject>Phase transition</dc:subject>
          <dc:subject>Perovskite</dc:subject>
          <dc:subject>field-driven</dc:subject>
          <dc:subject>2D-spectroscopy</dc:subject>
          <dc:subject>ultrafast</dc:subject>
          <dc:title>Research data: THz-driven structural phase transition in a hybrid perovskite</dc:title>
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      <header>
        <identifier>oai:rodare.hzdr.de:1133</identifier>
        <datestamp>2026-06-29T07:23:35Z</datestamp>
        <setSpec>software</setSpec>
        <setSpec>user-openfoam</setSpec>
        <setSpec>user-fwd</setSpec>
        <setSpec>user-hzdr</setSpec>
        <setSpec>user-energy</setSpec>
        <setSpec>user-rodare</setSpec>
      </header>
      <metadata>
        <oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:contributor>Couteau, Arthur</dc:contributor>
          <dc:contributor>Colombo, Marco</dc:contributor>
          <dc:contributor>Kriebitzsch, Sebastian</dc:contributor>
          <dc:contributor>Parekh, Jigar</dc:contributor>
          <dc:creator>Schlegel, Fabian</dc:creator>
          <dc:creator>Draw, Mazen</dc:creator>
          <dc:creator>Evdokimov, Ilya</dc:creator>
          <dc:creator>Hänsch, Susann</dc:creator>
          <dc:creator>Khan, Harris</dc:creator>
          <dc:creator>Lehnigk, Ronald</dc:creator>
          <dc:creator>Li, Jiadong</dc:creator>
          <dc:creator>Lyu, Hongmei</dc:creator>
          <dc:creator>Meller, Richard</dc:creator>
          <dc:creator>Petelin, Gašper</dc:creator>
          <dc:creator>Tekavčič, Matej</dc:creator>
          <dc:date>2021-08-23</dc:date>
          <dc:description>The HZDR multiphase addon contains additional code for the open-source CFD software OpenFOAM, released by The OpenFOAM Foundation. The developments are dedicated to the numerical simulation of multiphase flows, in particular to the multi-field two-fluid model (Euler-Euler method). Within the OpenFOAM library the multiphaseEulerFoam framework is used for this type of simulation. The addon contains a modified multiphaseEulerFoam named HZDRmultiphaseEulerFoam with the full support of the HZDR baseline model set for polydisperse bubbly flows according to Liao et al. (Chem Eng Sci, 2019, Vol. 202, 55-69). In addition a solver dedicated to a hybrid modelling approach (dispersed and resolved interfaces, Meller et al., Int J Numer Meth Fluids. 2021, Vol. 93, 748-773) named cipsaMultiphaseEulerFoam is provided with the addon. This solver has an interface to the multiphaseEulerFoam framework and utilizes all available interfacial models of it.

General enhancements


	modified turbulent wall functions of Menter according to Rzehak and Kriebitzsch (Int J Multiphase Flow, 2015, Vol. 68, 135-152)
	dynamic time step adjustment via PID controller


HZDRmultiphaseEulerFoam


	bubble induced turbulence model of Ma et al. (Phys Rev Fluids, 2017, Vol. 2, 034301)
	drag model of Ishii and Zuber (AIChE Journal, 1979, Vol. 25, 843-855) without correction for swarm and/or viscous effects
	wall lubrication of Hosokawa et al. (ASME Joint US-European Fluids Engineering Division Conference, 2002)
	additional breakup and coalescence models for class method according to Liao et al. (Chem Eng Sci, 2015, Vol. 122, 336-349)
	degassing boundary condition (fvModel)
	lift force correlation of Hessenkemper et al. (Int J Multiphase Flow, 2021, Vol. 138, 103587)
	aspect ratio correlation of Ziegenhein and Lucas (Exp. Therm. Fluid Sci., 2017, Vol. 85, 248–256)
	real pressure treatment via explicit turbulent normal stress according to Rzehak et al. (Nucl Eng Des., 2021, Vol. 374, 111079)
	configuration files and tutorials for easy setup of baseline cases
	GPU-based accelerated computation of coalescence and breakup frequencies for the models of Lehr et al., AIChE J, 2002, Vol. 48, 2426-2443 (Petelin et al., NENE2021 conf., submitted)


cipsaMultiphaseEulerFoam


	morphology adaptive modelling framework for predicting dispersed and resolved interfaces based on Eulerian multi-field two-fluid model
	compact momentum interpolation method according to Cubero et al. (Comput Chem Eng, 2014, Vol. 62, 96-107), including virtual mass
	numerical drag according to Strubelj and Tiselj (Int J Numer Methods Eng, 2011, Vol. 85, 575-590) to describe resolved interfaces in a volume-of-fluid like manner
	n-phase partial elimination algorithm for momentum equations to resolve strong phase coupling (Meller et al., Int J Numer Meth Fluids. 2021, Vol. 93, 748-773)
	free surface turbulence damping for k-ω SST (symmetric and asymmetric damping, Frederix et al.,  Nucl Eng Des, 2018, Vol. 333, 122-130)
	sub-grid scale modelling framework:
	
		additional LES models for the unclosed convective sub-grid scale term
		closure models for sub-grid surface tension term
	
	
	configuration files and tutorials for easy setup of hybrid cases
</dc:description>
          <dc:description>This work was supported by the Helmholtz European Partnering Program in the project "Crossing borders and scales (Crossing)"</dc:description>
          <dc:identifier>https://rodare.hzdr.de/record/1133</dc:identifier>
          <dc:identifier>10.14278/rodare.1133</dc:identifier>
          <dc:identifier>oai:rodare.hzdr.de:1133</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:relation>url:https://www.hzdr.de/publications/Publ-32194</dc:relation>
          <dc:relation>doi:10.14278/rodare.767</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/openfoam</dc:relation>
          <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
          <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
          <dc:rights>https://opensource.org/licenses/GPL-3.0</dc:rights>
          <dc:subject>Multiphase Flow</dc:subject>
          <dc:subject>Numerical Simulations</dc:subject>
          <dc:subject>OpenFOAM</dc:subject>
          <dc:subject>CFD</dc:subject>
          <dc:subject>Finite volume method</dc:subject>
          <dc:subject>Baseline model</dc:subject>
          <dc:subject>Multi-field two-fluid model</dc:subject>
          <dc:subject>Eulerian-Eulerian model</dc:subject>
          <dc:subject>Momentum interpolation</dc:subject>
          <dc:subject>Partial elimination algorithm</dc:subject>
          <dc:subject>Free Surface</dc:subject>
          <dc:title>HZDR Multiphase Addon for OpenFOAM</dc:title>
          <dc:type>info:eu-repo/semantics/other</dc:type>
          <dc:type>software</dc:type>
        </oai_dc:dc>
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