Dataset Open Access

Data of A recurrent neural network-accelerated multi-scale model for elasto-plastic heterogeneous materials subjected to random cyclic and non-proportional loading paths

Wu, Ling; Nguyen, Van Dung; Kilingar, Nanda Gopala; Noels, Ludovic


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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<pre>Data related to the publication (we would be grateful if you could cite the paper in the case in which you are using the data) \ntitle = &quot;A recurrent neural network-accelerated multi-scale model for elasto-plastic heterogeneous materials subjected to random cyclic and non-proportional loading paths&quot;,\njournal = &quot;Computer Methods in Applied Mechanics and Engineering&quot;,\npages = &quot; 113234&quot;,\nyear = &quot;2020&quot;,\nissn = &quot;0045-7825&quot;,\ndoi = &quot;https://doi.org/10.1016/j.cma.2020.113234&quot;,\nauthor = &quot;Wu, Ling and Nguyen, Van Dung and Kilingar, Nanda Gopala and Noels, Ludovic&quot;</pre>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "University of Liege", 
      "@id": "https://orcid.org/0000-0001-8166-3065", 
      "@type": "Person", 
      "name": "Wu, Ling"
    }, 
    {
      "affiliation": "University of Liege", 
      "@id": "https://orcid.org/0000-0001-6671-6915", 
      "@type": "Person", 
      "name": "Nguyen, Van Dung"
    }, 
    {
      "affiliation": "University of Liege", 
      "@type": "Person", 
      "name": "Kilingar, Nanda Gopala"
    }, 
    {
      "affiliation": "University of Liege", 
      "@id": "https://orcid.org/0000-0002-7224-5539", 
      "@type": "Person", 
      "name": "Noels, Ludovic"
    }
  ], 
  "url": "https://zenodo.org/record/3902663", 
  "datePublished": "2020-06-21", 
  "keywords": [
    "Artificial Neural Network", 
    "Recurrent Neural Network", 
    "Surrogate", 
    "Multi-scale", 
    "Elasto-plasticity", 
    "Data-driven"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/60f68d3f-242a-4f77-a4b8-bbc92e82182b/moammmpublic-master-publicationsData-2020_CMAME_RNN.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.3902663", 
  "@id": "https://doi.org/10.5281/zenodo.3902663", 
  "@type": "Dataset", 
  "name": "Data of A recurrent neural network-accelerated multi-scale model for elasto-plastic heterogeneous materials subjected to random cyclic and non-proportional loading paths"
}
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