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Han, Jiequn
155
results:
Online X
Format
Online (155)
Mediatypes
E-Books (1)
Articles (Online) (53)
Bookchapter (Online) (1)
OpenAccess-fulltext (100)
Sorted by: Relevance
Sorted by: Year
?
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
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/..
?
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
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/..
?
5
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/..
?
6
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/..
?
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
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/..
?
10
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/..
?
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
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/..
?
13
Algorithms for solving high dimensional PDEs: from nonlinea..:
E, Weinan
;
Han, Jiequn
;
Jentzen, Arnulf
Nonlinearity. 35 (2021) 1 - p. 278-310 , 2021
Link:
https://doi.org/10.1088/..
?
14
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/..
?
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/..
1-15