May 25, 2022 Dataset Open Access

Thiessenhusen, Erik; Hoffmann, Nico; Kluge, Thomas

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  <identifier identifierType="DOI">10.14278/rodare.1645</identifier>
  <creators>
    <creator>
      <creatorName>Thiessenhusen, Erik</creatorName>
      <givenName>Erik</givenName>
      <familyName>Thiessenhusen</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Hoffmann, Nico</creatorName>
      <givenName>Nico</givenName>
      <familyName>Hoffmann</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Kluge, Thomas</creatorName>
      <givenName>Thomas</givenName>
      <familyName>Kluge</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Dataset for Inversion of 1D SAXS grating signal</title>
  </titles>
  <publisher>Rodare</publisher>
  <publicationYear>2022</publicationYear>
  <subjects>
    <subject>SAXS</subject>
    <subject>lineout</subject>
    <subject>grating</subject>
    <subject>inversion</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2022-05-25</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://rodare.hzdr.de/record/1645</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsIdenticalTo">https://www.hzdr.de/publications/Publ-34715</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.14278/rodare.1644</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/hzdr</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/matter</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/rodare</relatedIdentifier>
  </relatedIdentifiers>
  <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 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 &amp;quot;load_data_example.py&amp;quot;. &amp;quot;all_params.h5&amp;quot; are the three parameters of each grating in the order sigma, g, b. &amp;quot;all_dist.h5&amp;quot; are the gratings and &amp;quot;all_endproduct.h5&amp;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.&lt;/p&gt;</description>
  </descriptions>
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