Machine Learning Enabled Computational Screening of Inorganic Solid Electrolytes for Suppression of Dendrite Formation in Lithium Metal Anodes

Ahmad, Zeeshan; Xie, Tian; Maheshwari, Chinmay; Grossman, Jeffrey C.; Viswanathan, Venkatasubramanian

doi:10.1021/acscentsci.8b00229

Machine Learning Enabled Computational Screening of Inorganic Solid Electrolytes for Suppression of Dendrite Formation in Lithium Metal Anodes

Journal Article · Fri Aug 10 00:00:00 EDT 2018 · ACS Central Science

DOI:https://doi.org/10.1021/acscentsci.8b00229· OSTI ID:1463941

^[1]; ^[2]; Maheshwari, Chinmay ^[1]; Grossman, Jeffrey C. ^[2]; ^[3]

Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States, Department of Physics, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States

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Research Organization:: 24M Technologies, Inc., Cambridge, MA (United States); Carnegie Mellon Univ., Pittsburgh, PA (United States); Massachusetts Institute of Technology, Cambridge, MA (United States)

Sponsoring Organization:: USDOE Advanced Research Projects Agency - Energy (ARPA-E); USDOE Office of Energy Efficiency and Renewable Energy (EERE), Office of Sustainable Transportation. Vehicle Technologies Office (VTO); USDOE Office of Energy Efficiency and Renewable Energy (EERE), Vehicle Technologies Office (EE-3V)

Grant/Contract Number:: AR0000774; EE0007810

OSTI ID:: 1463941

Alternate ID(s):: OSTI ID: 1508613
OSTI ID: 1498672

Journal Information:: ACS Central Science, Journal Name: ACS Central Science Journal Issue: 8 Vol. 4; ISSN 2374-7943

Publisher:: American Chemical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

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Machine Learning Enabled Computational Screening of Inorganic Solid Electrolytes for Suppression of Dendrite Formation in Lithium Metal Anodes

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