February 28, 2023 Software Open Access

Sommer, Anna-Elisabeth; Draw, Mazen; Wang, Lantian; Schmidtpeter, Jan; Hessenkemper, Hendrik; Gatter, Josefine; Nam, Haein; Eckert, Kerstin; Rzehak, Roland

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  <identifier identifierType="DOI">10.14278/rodare.2174</identifier>
  <creators>
    <creator>
      <creatorName>Sommer, Anna-Elisabeth</creatorName>
      <givenName>Anna-Elisabeth</givenName>
      <familyName>Sommer</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Draw, Mazen</creatorName>
      <givenName>Mazen</givenName>
      <familyName>Draw</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Wang, Lantian</creatorName>
      <givenName>Lantian</givenName>
      <familyName>Wang</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Schmidtpeter, Jan</creatorName>
      <givenName>Jan</givenName>
      <familyName>Schmidtpeter</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Hessenkemper, Hendrik</creatorName>
      <givenName>Hendrik</givenName>
      <familyName>Hessenkemper</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Gatter, Josefine</creatorName>
      <givenName>Josefine</givenName>
      <familyName>Gatter</familyName>
      <affiliation>TU Dresden</affiliation>
    </creator>
    <creator>
      <creatorName>Nam, Haein</creatorName>
      <givenName>Haein</givenName>
      <familyName>Nam</familyName>
      <affiliation>TU Dresden</affiliation>
    </creator>
    <creator>
      <creatorName>Eckert, Kerstin</creatorName>
      <givenName>Kerstin</givenName>
      <familyName>Eckert</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Rzehak, Roland</creatorName>
      <givenName>Roland</givenName>
      <familyName>Rzehak</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
  </creators>
  <titles>
    <title>StarDist Models for "Hydrodynamics in a bubble column – Part 1: Two-phase flow"</title>
  </titles>
  <publisher>Rodare</publisher>
  <publicationYear>2023</publicationYear>
  <subjects>
    <subject>StarDist</subject>
    <subject>Bubble detection</subject>
    <subject>Shadowgraphy</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2023-02-28</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://rodare.hzdr.de/record/2174</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsIdenticalTo">https://www.hzdr.de/publications/Publ-36730</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.14278/rodare.2173</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/energy</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/rodare</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.0</version>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This package contains the software and the trained models described in the publication &amp;quot;Hydrodynamics in a bubble column &amp;ndash; Part 1: Two-phase flow&amp;quot;. Please refer to the readme.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.&lt;/p&gt;</description>
    <description descriptionType="Other">This project has received funding from the European Union's Horizon 2020 Marie Skłodowska-Curie Actions (MSCA), Innovative Training Networks (ITN), H2020-MSCA-ITN-2020 under grant agreement No. 955805, and the European Institute of Innovation and Technology (EIT). This body of the European Union receives support from the European Union's Horizon 2020 research and innovation programme.</description>
    <description descriptionType="Other">{"references": ["Hessenkemper, Hendrik, Starke, Sebastian, Atassi, Yazan, Ziegenhein, Thomas, &amp; Lucas, Dirk. (2022, August 5). Software for Bubble identification from images with machine learning methods (Version 1.0). Rodare. http://doi.org/10.14278/rodare.1830", "U. Schmidt, M. Weigert, C. Broaddus and G. Myers, in Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2018, Springer, Berlin 2018, 265\u2013273."]}</description>
  </descriptions>
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