Bulletin of the American Physical Society
2024 APS March Meeting
Monday–Friday, March 4–8, 2024; Minneapolis & Virtual
Session F64: Advances in Li-ion and Li-S Energy Storage
8:00 AM–10:36 AM,
Tuesday, March 5, 2024
Room: 211AB
Sponsoring
Units:
GERA FIAP
Chair: Santidan Biswas, University of Pittsburgh
Abstract: F64.00008 : Machine learning interatomic potentials for ionic liquids and battery solvents
9:24 AM–9:36 AM
Presenter:
Zachary A Goodwin
(Harvard University)
Authors:
Zachary A Goodwin
(Harvard University)
Nicola Molinari
(Harvard University)
Julia H Yang
(Harvard University)
Albert Musaelian
(Harvard University)
Simon L Batzner
(Harvard University)
Boris Kozinsky
(Harvard University)
[1] S. Batzner, A. Musaelian, L. Sun, M. Geiger, J. P. Mailoa, M. Kornbluth, N. Molinari, T. E. Smidt, and B. Kozinsky, E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials. Nat. Commun., 13, 2453 (2022)
[2] A. Musaelian, S. Batzner, A. Johansson, L. Sun, C. Owen, M. Kornbluth, and B. Kozinsky, Learning local equivariant representations for large-scale atomistic dynamics Nat. Commun., 14, 579 (2023)
Follow Us |
Engage
Become an APS Member |
My APS
Renew Membership |
Information for |
About APSThe American Physical Society (APS) is a non-profit membership organization working to advance the knowledge of physics. |
© 2024 American Physical Society
| All rights reserved | Terms of Use
| Contact Us
Headquarters
1 Physics Ellipse, College Park, MD 20740-3844
(301) 209-3200
Editorial Office
100 Motor Pkwy, Suite 110, Hauppauge, NY 11788
(631) 591-4000
Office of Public Affairs
529 14th St NW, Suite 1050, Washington, D.C. 20045-2001
(202) 662-8700