Concepedia

Jiequn Han

JH

Statistics

Publications

32

Citations

9.3K

H-Index

22

Active since

2013

Affiliations

Princeton University(Current)

Flatiron Health (United States)

Flatiron Institute

Beijing Institute of Big Data Research

Peking University

Jiequn Han is an author at Princeton University specializing in machine learning, deep learning, and computer science.

Publications per year

2013–2024

32

Publications

32

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

Deep Learning-Based Numerical Methods for High-Dimensional Parabolic Partial Differential Equations and Backward Stochastic Differential Equations

E Weinan, Jiequn Han, Arnulf Jentzen · Communications in Mathematics and Statistics · 2017 · 828 citations · Full text

Natural Sciences, Mathematics, Physics +16

DeePMD-kit v2: A software package for deep potential models

Jinzhe Zeng, Duo Zhang, Denghui Lu et al. · The Journal of Chemical Physics · 2023 · 534 citations · Full text

Natural Sciences, Chemistry, Materials Science +15

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