Xiaoliang Wan
Louisiana State University
H-index: 22
North America-United States
Top articles of Xiaoliang Wan
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs
arXiv preprint arXiv:2305.18702
2023/5/30
Bounded KRnet and its applications to density estimation and approximation
arXiv preprint arXiv:2305.09063
2023/5/15
DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations
Journal of Computational Physics
2023/3/1
Xiaoliang Wan
H-Index: 13
Chao Yang
H-Index: 9
Dimension-reduced KRnet maps for high-dimensional inverse problems
arXiv preprint arXiv:2303.00573
2023/3/1
Xiaoliang Wan
H-Index: 13
Adaptive deep density approximation for fractional Fokker-Planck equations
arXiv preprint arXiv:2210.14402
2022/10/26
Exploring the use of machine learning to parameterize vertical mixing in the ocean surface boundary layer
Ocean Modelling
2022/8/1
Adaptive deep density approximation for Fokker-Planck equations
Journal of Computational Physics
2022/5/15
Xiaoliang Wan
H-Index: 13
Augmented KRnet for density estimation and approximation
arXiv preprint arXiv:2105.12866
2021/5/26
Xiaoliang Wan
H-Index: 13
DAS: A deep adaptive sampling method for solving partial differential equations
arXiv preprint arXiv:2112.14038
2021
Xiaoliang Wan
H-Index: 13
Chao Yang
H-Index: 9
A Minimum Action Method for Dynamical Systems with Constant Time Delays
SIAM Journal on Scientific Computing
2021
Xiaoliang Wan
H-Index: 13
Jiayu Zhai
H-Index: 4
VAE-KRnet and its applications to variational Bayes
arXiv preprint arXiv:2006.16431
2020/6/29
Xiaoliang Wan
H-Index: 13
Shuangqing Wei
H-Index: 11
Coupling the reduced-order model and the generative model for an importance sampling estimator
Journal of Computational Physics
2020/5/1
Xiaoliang Wan
H-Index: 13
Shuangqing Wei
H-Index: 11
Deep density estimation via invertible block-triangular mapping
Theoretical and Applied Mechanics Letters
2020/3/1
Xiaoliang Wan
H-Index: 13
Co-Authors
