May 25, 2022 Dataset Open Access

Thiessenhusen, Erik; Hoffmann, Nico; Kluge, Thomas

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{
  "description": "<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>", 
  "keywords": [
    "SAXS", 
    "lineout", 
    "grating", 
    "inversion"
  ], 
  "datePublished": "2022-05-25", 
  "@id": "https://doi.org/10.14278/rodare.1645", 
  "inLanguage": {
    "@type": "Language", 
    "name": "English", 
    "alternateName": "eng"
  }, 
  "name": "Dataset for Inversion of 1D SAXS grating signal", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "url": "https://rodare.hzdr.de/record/1645", 
  "sameAs": [
    "https://www.hzdr.de/publications/Publ-34715"
  ], 
  "distribution": [
    {
      "@type": "DataDownload", 
      "fileFormat": "py", 
      "contentUrl": "https://rodare.hzdr.de/api/files/44e74eb1-0b75-4246-8f50-132d4dab86e8/load_data_example.py"
    }, 
    {
      "@type": "DataDownload", 
      "fileFormat": "zip", 
      "contentUrl": "https://rodare.hzdr.de/api/files/44e74eb1-0b75-4246-8f50-132d4dab86e8/SAXS_grating.zip"
    }
  ], 
  "@context": "https://schema.org/", 
  "creator": [
    {
      "@type": "Person", 
      "name": "Thiessenhusen, Erik", 
      "affiliation": "HZDR"
    }, 
    {
      "@type": "Person", 
      "name": "Hoffmann, Nico", 
      "affiliation": "HZDR"
    }, 
    {
      "@type": "Person", 
      "name": "Kluge, Thomas", 
      "affiliation": "HZDR"
    }
  ], 
  "@type": "Dataset", 
  "identifier": "https://doi.org/10.14278/rodare.1645"
}