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1900 …2020

Research output per year

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Projects

Research Output

DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models

Zhang, Y., Wang, H., Chen, W., Zeng, J., Zhang, L., Wang, H. & E, W., Jan 1 2020, (Accepted/In press) In : Computer Physics Communications. 107206.

Princeton University

Research output: Contribution to journalArticle

Active learning of uniformly accurate interatomic potentials for materials simulation

Zhang, L., Lin, D. Y., Wang, H., Car, R. & E, W., Feb 25 2019, In : Physical Review Materials. 3, 2, 023804.

Princeton University

Research output: Contribution to journalArticle

A priori estimates of the population risk for two-layer neural networks

Weinan, E., Ma, C. & Wu, L., Jan 1 2019, In : Communications in Mathematical Sciences. 17, 5, p. 1407-1425 19 p.

Princeton University

Research output: Contribution to journalArticle

Isotope effects in liquid water via deep potential molecular dynamics

Ko, H. Y., Zhang, L., Santra, B., Wang, H., Weinan, E., DiStasio, R. A. & Car, R., Nov 17 2019, In : Molecular Physics. 117, 22, p. 3269-3281 13 p.

Princeton University

Research output: Contribution to journalArticle