E Weinan

Deep Potential Molecular Dynamics: A Scalable Model with the Accuracy of Quantum Mechanics

Linfeng Zhang, Jiequn Han, Han Wang et al. · Physical Review Letters · 2018 · 2.2K citations · Full text

Natural Sciences, Chemistry, Physics +17

DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics

Han Wang, Linfeng Zhang, Jiequn Han et al. · Computer Physics Communications · 2018 · 2K citations · Full text

Natural Sciences, Chemistry, Physics +16

Solving high-dimensional partial differential equations using deep learning

Jiequn Han, Arnulf Jentzen, E Weinan · Proceedings of the National Academy of Sciences · 2018 · 1.7K citations · Full text

Computing, Computer Science, Physics +12

The Deep Ritz Method: A Deep Learning-Based Numerical Algorithm for Solving Variational Problems

E Weinan, Bing Yu · Communications in Mathematics and Statistics · 2018 · 1.3K citations

Natural Sciences, Computer Science, Mathematics +13

String method for the study of rare events

E Weinan, Weiqing Ren, Eric Vanden‐Eijnden · Physical review. B, Condensed matter · 2002 · 1.3K citations · Full text

Natural Sciences, Physics, Computational Physics +12