On-the-fly closed-loop materials discovery via Bayesian active learning.

Kusne, A Gilad; Yu, Heshan; Wu, Changming; Zhang, Huairuo; Hattrick-Simpers, Jason; DeCost, Brian; Sarker, Suchismita; Oses, Corey; Toher, Cormac; Curtarolo, Stefano; Davydov, Albert V; Agarwal, Ritesh; Bendersky, Leonid A; Li, Mo; Mehta, Apurva; Takeuchi, Ichiro

Kusne, A Gilad; Yu, Heshan; Wu, Changming; Zhang, Huairuo; Hattrick-Simpers, Jason; DeCost, Brian; Sarker, Suchismita; Oses, Corey; Toher, Cormac; Curtarolo, Stefano; Davydov, Albert V; Agarwal, Ritesh; Bendersky, Leonid A; Li, Mo; Mehta, Apurva; Takeuchi, Ichiro.

Afiliación

Kusne AG; Materials Measurement Science Division, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA. aaron.kusne@nist.gov.
Yu H; Materials Science and Engineering Department, University of Maryland, College Park, MD, 20742, USA. aaron.kusne@nist.gov.
Wu C; Materials Science and Engineering Department, University of Maryland, College Park, MD, 20742, USA.
Zhang H; Electrical & Computer Engineering Department, University of Washington, Seattle, WA, 98195, USA.
Hattrick-Simpers J; Materials Science and Engineering Division, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA.
DeCost B; Theiss Research, Inc., La Jolla, CA, 92037, USA.
Sarker S; Materials Measurement Science Division, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA.
Oses C; Materials Measurement Science Division, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA.
Toher C; Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA, 94025, USA.
Curtarolo S; Mechanical Engineering and Materials Science Department and Center for Autonomous Materials Design, Duke University, Durham, NC, 27708, USA.
Davydov AV; Mechanical Engineering and Materials Science Department and Center for Autonomous Materials Design, Duke University, Durham, NC, 27708, USA.
Agarwal R; Mechanical Engineering and Materials Science Department and Center for Autonomous Materials Design, Duke University, Durham, NC, 27708, USA.
Bendersky LA; Materials Science and Engineering Division, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA.
Li M; Materials Science and Engineering Department, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Mehta A; Materials Science and Engineering Division, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA.
Takeuchi I; Theiss Research, Inc., La Jolla, CA, 92037, USA.

Nat Commun ; 11(1): 5966, 2020 Nov 24.

Article en En | MEDLINE | ID: mdl-33235197

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos

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