Weinan E

Weinan E

Princeton University - Princeton / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1453407
person_outline Weinan E's MOST POPULAR ARTICLES
1-) Solving high-dimensional partial differential equations using deep learningJ Han, A Jentzen, W EProceedings of the National Academy of Sciences 115 (34), 8505-8510, 201811532018
2-) Deep potential molecular dynamics: a scalable model with the accuracy of quantum mechanicsL Zhang, J Han, H Wang, R Car, E WeinanPhysical review letters 120 (14), 143001, 201813952018
3-) DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamicsH Wang, L Zhang, J Han, E WeinanComputer Physics Communications 228, 178-184, 201814162018
4-) String method for the study of rare eventsE Weinan, W Ren, E Vanden-EijndenPhysical Review B 66 (5), 052301, 20021389*2002
5-) A proposal on machine learning via dynamical systemsE WeinanCommunications in Mathematics and Statistics 5 (1), 1-11, 20177012017