May 4, 2023 Dataset Open Access

Callow, Timothy James

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  "@type": "Dataset", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "url": "https://rodare.hzdr.de/record/2289", 
  "creator": [
    {
      "@type": "Person", 
      "name": "Callow, Timothy James", 
      "@id": "https://orcid.org/0000-0002-4878-3521", 
      "affiliation": "Center for Advanced Systems Understanding (CASUS), Helmholtz-Zentrum Dresden-Rossendorf"
    }
  ], 
  "datePublished": "2023-05-04", 
  "identifier": "https://doi.org/10.14278/rodare.2289", 
  "@context": "https://schema.org/", 
  "description": "<p>Data for the&nbsp;paper &quot;Physics-enhanced neural networks for equation-of-state calculations&quot;</p>\n\n<p>There are two tar folders:</p>\n\n<ol>\n\t<li>\n\t<p>&nbsp;trained_models.tar: This contains the final trained models</p>\n\t</li>\n\t<li>\n\t<p>atoMEC_data.tar.gz: This contains the output from the average-atom calculations.</p>\n\t</li>\n</ol>\n\n<p>For a more detailed explanation of the contents of these folders, please consult the README.md file of this&nbsp;<a href=\"https://github.com/atomec-project/neuralEOS\">GitHub repository</a></p>", 
  "name": "Data publication: Physics-enhanced neural networks for equation-of-state calculations", 
  "@id": "https://doi.org/10.14278/rodare.2289", 
  "sameAs": [
    "https://www.hzdr.de/publications/Publ-38068"
  ], 
  "contributor": [
    {
      "@type": "Person", 
      "name": "Cangi, Attila", 
      "@id": "https://orcid.org/0000-0001-9162-262X", 
      "affiliation": "Center for Advanced Systems Understanding (CASUS), Helmholtz-Zentrum Dresden-Rossendorf"
    }, 
    {
      "@type": "Person", 
      "name": "Kraisler, Eli", 
      "@id": "https://orcid.org/0000-0003-0139-258X", 
      "affiliation": "The Hebrew University of Jerusalem"
    }, 
    {
      "@type": "Person", 
      "name": "Nikl, Jan", 
      "@id": "https://orcid.org/0000-0003-0131-0628", 
      "affiliation": "Center for Advanced Systems Understanding (CASUS), Helmholtz-Zentrum Dresden-Rossendorf"
    }
  ], 
  "distribution": [
    {
      "@type": "DataDownload", 
      "fileFormat": "gz", 
      "contentUrl": "https://rodare.hzdr.de/api/files/74128a4b-a7d6-4525-b8f1-ba9799c8fe10/atoMEC_data.tar.gz"
    }, 
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      "@type": "DataDownload", 
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      "contentUrl": "https://rodare.hzdr.de/api/files/74128a4b-a7d6-4525-b8f1-ba9799c8fe10/trained_models.tar"
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