E Weinan
Princeton University(US)Peking University(CN)Art Institute of Portland(US)Institute for History of Natural Sciences(CN)Peking University Third Hospital(CN)
Publications by Year
Research Areas
Machine Learning in Materials Science, Advanced Mathematical Modeling in Engineering, Advanced Numerical Methods in Computational Mathematics, Model Reduction and Neural Networks, Neural Networks and Applications
Most-Cited Works
- → Deep Potential Molecular Dynamics: A Scalable Model with the Accuracy of Quantum Mechanics(2018)2,090 cited
- → DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics(2018)1,897 cited
- → Solving high-dimensional partial differential equations using deep learning(2018)1,661 cited
- → The Deep Ritz Method: A Deep Learning-Based Numerical Algorithm for Solving Variational Problems(2018)1,320 cited
- → String method for the study of rare events(2002)1,301 cited
- → The Heterognous Multiscale Methods(2003)957 cited