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Autonomous materials discovery driven by Gaussian process regression with inhomogeneous measurement noise and anisotropic kernels.
Noack, Marcus M; Doerk, Gregory S; Li, Ruipeng; Streit, Jason K; Vaia, Richard A; Yager, Kevin G; Fukuto, Masafumi.
Affiliation
  • Noack MM; The Center for Advanced Mathematics for Energy Research Applications (CAMERA), Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA. MarcusNoack@lbl.gov.
  • Doerk GS; Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, NY, 11973, USA.
  • Li R; National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, 11973, USA.
  • Streit JK; Materials and Manufacturing Directorate, Air Force Research Laboratories, Wright-Patterson Air Force Base, OH, 45433, USA.
  • Vaia RA; Materials and Manufacturing Directorate, Air Force Research Laboratories, Wright-Patterson Air Force Base, OH, 45433, USA.
  • Yager KG; Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, NY, 11973, USA. kyager@bnl.gov.
  • Fukuto M; National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, 11973, USA. fukuto@bnl.gov.
Sci Rep ; 10(1): 17663, 2020 10 19.
Article in En | MEDLINE | ID: mdl-33077759
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Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Sci Rep Year: 2020 Document type: Article Affiliation country: Estados Unidos Country of publication: Reino Unido
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Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Sci Rep Year: 2020 Document type: Article Affiliation country: Estados Unidos Country of publication: Reino Unido