E-LIB Suche - Ergebnisse für: Han, Jiequn

1

Learning High-Dimensional McKean–Vlasov Forward-Backward St..:

Han, Jiequn ; Hu, Ruimeng ; Long, Jihao
SIAM Journal on Numerical Analysis. 62 (2024) 1 - p. 1-24 , 2024

Link: https://doi.org/10.1137/..

2

Offline supervised learning v.s. online direct policy optim..:

Zhao, Yue ; Han, Jiequn
Physica D: Nonlinear Phenomena. 462 (2024) - p. 134130 , 2024

Link: https://doi.org/10.1016/..

3

Escaping saddle points efficiently with occupation-time-ada..:

Guo, Xin ; Han, Jiequn ; Tajrobehkar, Mahan.
Journal of Computational Mathematics and Data Science. 10 (2024) - p. 100090 , 2024

Link: https://doi.org/10.1016/..

4

Deep reinforcement learning in finite-horizon to explore th..:

Guo, Jin ; Gao, Ting ; Zhang, Peng..
Physica D: Nonlinear Phenomena. 458 (2024) - p. 133955 , 2024

Link: https://doi.org/10.1016/..

5

A neural network warm-start approach for the inverse acoust..:

Zhou, Mo ; Han, Jiequn ; Rachh, Manas.
Journal of Computational Physics. 490 (2023) - p. 112341 , 2023

Link: https://doi.org/10.1016/..

6

An equivariant neural operator for developing nonlocal tens..:

Han, Jiequn ; Zhou, Xu-Hui ; Xiao, Heng
Journal of Computational Physics. 488 (2023) - p. 112243 , 2023

Link: https://doi.org/10.1016/..

7

A class of dimension-free metrics for the convergence of em..:

Han, Jiequn ; Hu, Ruimeng ; Long, Jihao
Stochastic Processes and their Applications. 164 (2023) - p. 242-287 , 2023

Link: https://doi.org/10.1016/..

8

Frame-independent vector-cloud neural network for nonlocal ..:

Zhou, Xu-Hui ; Han, Jiequn ; Xiao, Heng
Computer Methods in Applied Mechanics and Engineering. 388 (2022) - p. 114211 , 2022

Link: https://doi.org/10.1016/..

9

Neural-network quantum states for periodic systems in conti..:

Pescia, Gabriel ; Han, Jiequn ; Lovato, Alessandro..
Physical Review Research. 4 (2022) 2 - p. , 2022

Link: https://doi.org/10.1103/..

10

A PDE-free, neural network-based eddy viscosity model coupl..:

Xu, Ruiying ; Zhou, Xu-Hui ; Han, Jiequn..
International Journal of Heat and Fluid Flow. 98 (2022) - p. 109051 , 2022

Link: https://doi.org/10.1016/..

11

Recurrent neural networks for stochastic control problems w..:

Han, Jiequn ; Hu, Ruimeng
Mathematics of Control, Signals, and Systems. 33 (2021) 4 - p. 775-795 , 2021

Link: https://doi.org/10.1007/..

12

Machine-learning-assisted modeling:

E, Weinan ; Han, Jiequn ; Zhang, Linfeng
Physics Today. 74 (2021) 7 - p. 36-41 , 2021

Link: https://doi.org/10.1063/..

13

Income and Wealth Distribution in Macroeconomics: A Continu..:

Achdou, Yves ; Han, Jiequn ; Lasry, Jean-Michel..
The Review of Economic Studies. 89 (2021) 1 - p. 45-86 , 2021

Link: https://doi.org/10.1093/..

14

Actor-Critic Method for High Dimensional Static Hamilton--J..:

Zhou, Mo ; Han, Jiequn ; Lu, Jianfeng
SIAM Journal on Scientific Computing. 43 (2021) 6 - p. A4043-A4066 , 2021

Link: https://doi.org/10.1137/..

15

Learning nonlocal constitutive models with neural networks:

Zhou, Xu-Hui ; Han, Jiequn ; Xiao, Heng
Computer Methods in Applied Mechanics and Engineering. 384 (2021) - p. 113927 , 2021

Link: https://doi.org/10.1016/..