Jiequn Han
发表
Arnulf Jentzen,
Weinan E,
Jiequn Han,
2017,
Proceedings of the National Academy of Sciences.
DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics
pdf
E Weinan,
Han Wang,
Linfeng Zhang,
2017,
Comput. Phys. Commun..
Yingzhou Li,
Lin Lin,
Linfeng Zhang,
2019,
ArXiv.
Ruimeng Hu,
Jiequn Han,
Jihao Long,
2020,
ArXiv.
Xin Guo,
Wenpin Tang,
Jiequn Han,
2020,
ArXiv.
Linfeng Zhang,
Han Wang,
Weinan E,
2018,
The Journal of chemical physics.
Ruimeng Hu,
Jiequn Han,
2020,
MSML.
Jiequn Han,
Jihao Long,
Jiequn Han,
2018,
Probability, Uncertainty and Quantitative Risk.
E Weinan,
Jiequn Han,
W. E,
2016,
ArXiv.
E Weinan,
Zhong Li,
Qianxiao Li,
2020,
ArXiv.
E Weinan,
Arnulf Jentzen,
Jiequn Han,
2017,
Communications in Mathematics and Statistics.
Ruimeng Hu,
Yao Xuan,
Jiequn Han,
2020,
ArXiv.
Heng Xiao,
Jiequn Han,
Xu-Hui Zhou,
2020,
2010.10491.
E Weinan,
Linfeng Zhang,
Jiequn Han,
2020,
ArXiv.
Overcoming the curse of dimensionality: Solving high-dimensional partial differential equations using deep learning
pdf
E Weinan,
Arnulf Jentzen,
Jiequn Han,
2017,
ArXiv.
Ruimeng Hu,
Jiequn Han,
Jiequn Han,
2021,
Math. Control. Signals Syst..
Jiequn Han,
Heng Xiao,
Muhammad Irfan Zafar,
2019
.
E Weinan,
Han Wang,
Linfeng Zhang,
2017,
Physical review letters.
E Weinan,
Han Wang,
Linfeng Zhang,
2018,
NeurIPS.
Solving high-dimensional eigenvalue problems using deep neural networks: A diffusion Monte Carlo like approach
pdf
Jianfeng Lu,
Mo Zhou,
Jiequn Han,
2020,
J. Comput. Phys..
E Weinan,
Qianxiao Li,
Jiequn Han,
2018,
Research in the Mathematical Sciences.
E Weinan,
Arnulf Jentzen,
Jiequn Han,
2020,
Nonlinearity.
E Weinan,
Linfeng Zhang,
Jiequn Han,
2018,
J. Comput. Phys..
Perturbational Complexity by Distribution Mismatch: A Systematic Analysis of Reinforcement Learning in Reproducing Kernel Hilbert Space
pdf
Jiequn Han,
Jihao Long,
2021,
ArXiv.
An L2 Analysis of Reinforcement Learning in High Dimensions with Kernel and Neural Network Approximation
pdf
E Weinan,
Jiequn Han,
Jihao Long,
2021,
ArXiv.
Actor-Critic Method for High Dimensional Static Hamilton-Jacobi-Bellman Partial Differential Equations based on Neural Networks
pdf
Jianfeng Lu,
Jiequn Han,
Mo Zhou,
2021,
SIAM J. Sci. Comput..
Weinan E,
Jiequn Han,
Linfeng Zhang,
2021,
Physics Today.
Ruimeng Hu,
Jiequn Han,
Jihao Long,
2021,
ArXiv.
E Weinan,
Qianxiao Li,
Jiequn Han,
2020,
ICLR.
Arnulf Jentzen,
Weinan E,
Jiequn Han,
2020,
Nonlinearity.
Zhaoran Wang,
Weichen Wang,
Zhuoran Yang,
2020,
ICML.
Ruimeng Hu,
Jiequn Han,
Jiequn Han,
2021,
Mathematics of Control, Signals, and Systems.
Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids
pdf
Heng Xiao,
Jiequn Han,
Xu-Hui Zhou,
2021,
Computer Methods in Applied Mechanics and Engineering.
Pierre-Louis Lions,
Yves Achdou,
Jean-Michel Lasry,
2013
.
Pierre-Louis Lions,
Yves Achdou,
Jean-Michel Lasry,
2017,
The Review of Economic Studies.
Wei Wang,
Pingwen Zhang,
Jiequn Han,
2013,
1305.4889.
Chao Ma,
Weinan E,
Jiequn Han,
2019,
Proceedings of the National Academy of Sciences.