Aluminum alloy compositions and properties extracted from a corpus of scientific manuscripts and US patents


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{
  "revision": 5, 
  "metadata": {
    "publication_date": "Jun 01, 2021, 11:21:35", 
    "_oai": {
      "id": "oai:materialscloud.org:873"
    }, 
    "license": "Creative Commons Attribution 4.0 International", 
    "description": "Researchers continue to explore and develop aluminum alloys with new compositions and improved performance characteristics. An understanding of the current design space can help accelerate the discovery of new alloys. We present two datasets: 1) chemical composition, and 2) mechanical properties for predominantly wrought aluminum alloys. The first dataset contains 13,358 entries on aluminum alloy compositions extracted from academic literature and US patents using text processing techniques, in addition to 93 wrought aluminum alloys which are already registered with the Aluminum Association. The second dataset contains 1,268 entries on mechanical properties for aluminum alloys, where each entry is associated with a particular wrought series designation, extracted from tables in academic literature.", 
    "contributors": [
      {
        "familyname": "Pfeiffer", 
        "affiliations": [
          "Massachusetts Institute of Technology, Institute for Data, Systems, and Society, Cambridge, MA 02139"
        ], 
        "email": "oliviap@mit.edu", 
        "givennames": "Olivia P."
      }, 
      {
        "familyname": "Liu", 
        "affiliations": [
          "Massachusetts Institute of Technology, Department of Materials Science & Engineering, Cambridge, MA 02139"
        ], 
        "givennames": "Haihao"
      }, 
      {
        "familyname": "Montanelli", 
        "affiliations": [
          "Massachusetts Institute of Technology, Department of Materials Science & Engineering, Cambridge, MA 02139"
        ], 
        "givennames": "Luca"
      }, 
      {
        "familyname": "Latypov", 
        "affiliations": [
          "Novelis Global Research & Technology Center, Kennesaw, GA 30144"
        ], 
        "givennames": "Marat I."
      }, 
      {
        "familyname": "Sen", 
        "affiliations": [
          "Novelis Global Research & Technology Center, Kennesaw, GA 30144"
        ], 
        "givennames": "Fatih G."
      }, 
      {
        "familyname": "Hegadekatte", 
        "affiliations": [
          "Novelis Global Research & Technology Center, Kennesaw, GA 30144"
        ], 
        "givennames": "Vishwanath"
      }, 
      {
        "familyname": "Olivetti", 
        "affiliations": [
          "Massachusetts Institute of Technology, Department of Materials Science & Engineering, Cambridge, MA 02139"
        ], 
        "email": "elsao@mit.edu", 
        "givennames": "Elsa A."
      }, 
      {
        "familyname": "Homer", 
        "affiliations": [
          "Brigham Young University, Department of Mechanical Engineering, Provo, UT 84602"
        ], 
        "email": "eric.homer@byu.edu", 
        "givennames": "Eric R."
      }
    ], 
    "edited_by": 100, 
    "title": "Aluminum alloy compositions and properties extracted from a corpus of scientific manuscripts and US patents", 
    "conceptrecid": "872", 
    "license_addendum": null, 
    "doi": "10.24435/materialscloud:vx-fy", 
    "mcid": "2021.80", 
    "_files": [
      {
        "size": 2801552, 
        "key": "composition.csv", 
        "checksum": "md5:4f4bb79d67020815315639d8fa411325", 
        "description": "Aluminum alloy compositions extracted from scientific literature and US patents"
      }, 
      {
        "size": 198957, 
        "key": "property.csv", 
        "checksum": "md5:67b34f30086be860fd988802fbada8d3", 
        "description": "Aluminum alloy mechanical properties extracted from tables in scientific literature"
      }, 
      {
        "size": 3464, 
        "key": "README.txt", 
        "checksum": "md5:cf8947497f6ddf151a9fc26f4155df14", 
        "description": "Readme file"
      }
    ], 
    "id": "873", 
    "keywords": [
      "Aluminum", 
      "Metals and alloys", 
      "Chemical composition", 
      "Mechanical properties", 
      "Materials discovery"
    ], 
    "is_last": false, 
    "status": "published", 
    "references": [
      {
        "comment": "Paper in Preparation where the data is described", 
        "type": "Journal reference", 
        "citation": "O. Pfeiffer, H. Liu, L. Montanelli, M. Latypov, F. Sen, V. Hegadekatte, E. Olivetti, E. Homer, Sci Data (in preparation)"
      }
    ], 
    "version": 1, 
    "owner": 405
  }, 
  "id": "873", 
  "created": "2021-05-26T00:50:26.231248+00:00", 
  "updated": "2021-11-29T20:26:51.730273+00:00"
}