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Shu Liu
Shu Liu
Department of Mathematics, UCLA
在 g.ucla.edu 的电子邮件经过验证
标题
引用次数
引用次数
年份
Scalable computation of monge maps with general costs
J Fan, S Liu, S Ma, Y Chen, H Zhou
arXiv preprint arXiv:2106.03812, 4, 2021
322021
Neural Parametric Fokker--Planck Equation
S Liu, W Li, H Zha, H Zhou
SIAM Journal on Numerical Analysis 60 (3), 1385-1449, 2022
222022
Neural monge map estimation and its applications
J Fan, S Liu, S Ma, H Zhou, Y Chen
arXiv preprint arXiv:2106.03812, 2021
152021
Learning stochastic behaviour from aggregate data
S Ma, S Liu, H Zha, H Zhou
International Conference on Machine Learning, 7258-7267, 2021
132021
What is a stochastic Hamiltonian process on finite graph? An optimal transport answer
J Cui, S Liu, H Zhou
Journal of Differential Equations 305, 428-457, 2021
82021
Parametric fokker-planck equation
W Li, S Liu, H Zha, H Zhou
Geometric Science of Information: 4th International Conference, GSI 2019 …, 2019
82019
Wasserstein Hamiltonian flow with common noise on graph
J Cui, S Liu, H Zhou
SIAM Journal on Applied Mathematics 83 (2), 484-509, 2023
72023
Optimal control for stochastic nonlinear Schrödinger equation on graph
J Cui, S Liu, H Zhou
SIAM Journal on Control and Optimization 61 (4), 2021-2042, 2023
62023
Stochastic Wasserstein Hamiltonian flows
J Cui, S Liu, H Zhou
Journal of Dynamics and Differential Equations, 1-37, 2023
52023
Learning high dimensional Wasserstein geodesics
S Liu, S Ma, Y Chen, H Zha, H Zhou
arXiv preprint arXiv:2102.02992, 2021
52021
Parameterized wasserstein hamiltonian flow
H Wu, S Liu, X Ye, H Zhou
arXiv preprint arXiv:2306.00191, 2023
32023
A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method
S Liu, S Liu, S Osher, W Li
Journal of Computational Physics 500, 112753, 2024
22024
Numerical Analysis on Neural Network Projected Schemes for Approximating One Dimensional Wasserstein Gradient Flows
X Zuo, J Zhao, S Liu, S Osher, W Li
arXiv preprint arXiv:2402.16821, 2024
12024
Approximating the optimal transport plan via particle-evolving method
S Liu, H Sun, H Zha
arXiv preprint arXiv:2105.06088, 2021
12021
A supervised learning scheme for computing Hamilton-Jacobi equation via density coupling
J Cui, S Liu, H Zhou
arXiv preprint arXiv:2401.15954, 2024
2024
Numerical analysis of a first-order computational algorithm for reaction-diffusion equations via the primal-dual hybrid gradient method
S Liu, X Zuo, S Osher, W Li
arXiv preprint arXiv:2401.14602, 2024
2024
Numerical computation and analysis related to optimal transport theory
S Liu
Georgia Institute of Technology, 2022
2022
A Particle-Evolving Method for Approximating the Optimal Transport Plan
S Liu, H Sun, H Zha
Geometric Science of Information: 5th International Conference, GSI 2021 …, 2021
2021
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