Jiequn Han
Princeton University
H-index: 24
North America-United States
Top articles of Jiequn Han
Offline supervised learning vs online direct policy optimization: A comparative study and a unified training paradigm for neural network-based optimal feedback control
Physica D: Nonlinear Phenomena
2024/6/1
Yue Zhao
H-Index: 3
Jiequn Han
H-Index: 14
Optimal Taxation with Incomplete Markets–an Exploration via Reinforcement Learning
Available at SSRN 4758552
2024/3/5
Learning high-dimensional McKean–Vlasov forward-backward stochastic differential equations with general distribution dependence
SIAM Journal on Numerical Analysis
2024/2/29
Jiequn Han
H-Index: 14
Ruimeng Hu
H-Index: 7
Deep reinforcement learning in finite-horizon to explore the most probable transition pathway
Physica D: Nonlinear Phenomena
2024/2/1
A neural network warm-start approach for the inverse acoustic obstacle scattering problem
Journal of Computational Physics
2023/10/1
An equivariant neural operator for developing nonlocal tensorial constitutive models
Journal of Computational Physics
2023/9
Jiequn Han
H-Index: 14
Heng Xiao
H-Index: 23
DeePMD-kit v2: A software package for deep potential models
The Journal of Chemical Physics
2023/4/19
Jinzhe Zeng
H-Index: 5
Duo Zhang
H-Index: 21
Denghui Lu
H-Index: 5
Zeyu Li
H-Index: 3
Ziyao Li
H-Index: 2
Yingze Wang
H-Index: 1
Jiabin Yang
H-Index: 8
Ye Ding
H-Index: 17
Yifan Li
H-Index: 8
Han Bao
H-Index: 23
Yu Xia
H-Index: 2
Yibo Wang
H-Index: 1
Bo Wang
H-Index: 9
Renata Wentzcovitch
H-Index: 39
Jiequn Han
H-Index: 14
Jie Liu
H-Index: 2
Roberto Car
H-Index: 51
Linfeng Zhang
H-Index: 8
Han Wang
H-Index: 5
Improving gradient computation for differentiable physics simulation with contacts
2023/6/6
Yaofeng Desmond Zhong
H-Index: 5
Jiequn Han
H-Index: 14
Reinforcement learning with function approximation: From linear to nonlinear
Intelligent Transportation Systems, IEEE Transactions on
2011/6
Neural operator-based super-fidelity: A warm-start approach for accelerating steady-state simulations
arXiv preprint arXiv:2312.11842
2023/12/19
Jiequn Han
H-Index: 14
Heng Xiao
H-Index: 23
Stochastic Optimal Control Matching
arXiv preprint arXiv:2312.02027
2023/12/4
Learning Free Terminal Time Optimal Closed-loop Control of Manipulators
arXiv preprint arXiv:2311.17749
2023/11/29
Dynamical Systems and Optimal Control Approach to Deep Learning
Mathematical Aspects of Deep Learning
2022/12/22
Jiequn Han
H-Index: 14
Qianxiao Li
H-Index: 14
A PDE-free, neural network-based eddy viscosity model coupled with RANS equations
International Journal of Heat and Fluid Flow
2022/12/1
Jiequn Han
H-Index: 14
Heng Xiao
H-Index: 23
Initial value problem enhanced sampling for closed-loop optimal control design with deep neural networks
arXiv preprint arXiv:2209.04078
2022/9/9
Wei Hu
H-Index: 1
Jiequn Han
H-Index: 14
Pandemic Control, Game Theory and Machine Learning
Notices of the American Mathematical Society
2022/8/15
Jiequn Han
H-Index: 14
Ruimeng Hu
H-Index: 7
Differentiable physics simulations with contacts: Do they have correct gradients wrt position, velocity and control?
arXiv preprint arXiv:2207.05060
2022/7/8
Yaofeng Desmond Zhong
H-Index: 5
Jiequn Han
H-Index: 14
Neural-network quantum states for periodic systems in continuous space
Physical Review Research
2022/5/20
Jiequn Han
H-Index: 14
Giuseppe Carleo
H-Index: 23
Solving optimal control of rigid-body dynamics with collisions using the hybrid minimum principle
arXiv preprint arXiv:2205.08622
2022/5/17
Empowering Optimal Control with Machine Learning: A Perspective from Model Predictive Control
IFAC-PapersOnLine
2022/1/1
Jiequn Han
H-Index: 14
Co-Authors
