Dataset Open Access
Thiessenhusen, Erik; Hoffmann, Nico; Kluge, Thomas
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-hzdr</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-matter</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-rodare</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield> <subfield code="a">Creative Commons Attribution 4.0 International</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <controlfield tag="005">20220530070604.0</controlfield> <controlfield tag="001">1645</controlfield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2022-05-25</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><p>This simulated dataset consists of 48k train, 6k validation and 6k test data in the h5py file format. A small example on how to access the data is located in the python script &quot;load_data_example.py&quot;. &quot;all_params.h5&quot; are the three parameters of each grating in the order sigma, g, b. &quot;all_dist.h5&quot; are the gratings and &quot;all_endproduct.h5&quot; are the 2048D lineouts of the SAXS diffraction pattern. Besides the |FFT|^2 SAXS propagator a number of pertubations were implemented in order to close the domain gap between simulation and experiment.</p></subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Hoffmann, Nico</subfield> <subfield code="u">HZDR</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Kluge, Thomas</subfield> <subfield code="u">HZDR</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="o">oai:rodare.hzdr.de:1645</subfield> <subfield code="p">openaire_data</subfield> <subfield code="p">user-matter</subfield> <subfield code="p">user-hzdr</subfield> <subfield code="p">user-rodare</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">dataset</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">Dataset for Inversion of 1D SAXS grating signal</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="a">Thiessenhusen, Erik</subfield> <subfield code="u">HZDR</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">173</subfield> <subfield code="u">https://rodare.hzdr.de/record/1645/files/load_data_example.py</subfield> <subfield code="z">md5:b1a361c2090f1b3cb4bbd25ee80fe59c</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">30510284</subfield> <subfield code="u">https://rodare.hzdr.de/record/1645/files/SAXS_grating.zip</subfield> <subfield code="z">md5:3946b9ce7c9b51020c157690048d3032</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">SAXS</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">lineout</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">grating</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">inversion</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.14278/rodare.1645</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="a">https://www.hzdr.de/publications/Publ-34715</subfield> <subfield code="i">isIdenticalTo</subfield> <subfield code="n">url</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="a">10.14278/rodare.1644</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="n">doi</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="041" ind1=" " ind2=" "> <subfield code="a">eng</subfield> </datafield> </record>
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Data volume | 8.5 GB | 8.5 GB |
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Unique downloads | 47 | 47 |