Bulletin of the American Physical Society
APS March Meeting 2019
Volume 64, Number 2
Monday–Friday, March 4–8, 2019; Boston, Massachusetts
Session R21: Emerging Trends in Molecular Dynamics Simulations and Data Analytics IV
8:00 AM–11:00 AM,
Thursday, March 7, 2019
BCEC
Room: 157B
Sponsoring
Unit:
DCOMP
Chair: Gary Grest, Sandia National Laboratories
Abstract: R21.00008 : Active Learning of Uniformly Accurate Deep Potential Models for Multicomponent Systems*
9:48 AM–10:00 AM
Presenter:
Linfeng Zhang
(Princeton University)
Authors:
Linfeng Zhang
(Princeton University)
De-Ye Lin
(Institute of Applied Physics and Computational Mathematics)
Han Wang
(Laboratory of Computational Physics)
Roberto Car
(Princeton University)
Weinan E
(Princeton University)
*The work of L.Z. and W.E is supported in part by Major Program of NNSFC under grant 91130005, ONR grant N00014-13-1-0338 and NSFC grant U1430237.
The work of L.Z. and R.C. is supported in part by the DOE with Award Number DE-SC0019394.
The work of H.W. is supported by the National Science Foundation of China under Grants 11501039, 11871110 and 91530322, and the National Key Research and Development Program of China under Grants 2016YFB0201200 and 2016YFB0201203.
The work of D.Y.L. and H.W. is supported by the Science Challenge Project No.~JCKY2016212A502.
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