Xiaoliang Wan

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 21

Top Topics

Inverse Problems

Partial Differential Equations

Density Estimation

Top Venues

J. Comput. Phys.

SIAM J. Sci. Comput.

SIAM J. Numer. Anal.

Publications

Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs. ICLR (2024)
Xili Wang, Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
Deep adaptive sampling for surrogate modeling without labeled data. CoRR (2024)
Junjie He, Qifeng Liao, Xiaoliang Wan
Adaptive deep density approximation for stochastic dynamical systems. CoRR (2024)
Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs. CoRR (2023)
Yani Feng, Kejun Tang, Xiaoliang Wan, Qifeng Liao
Dimension-reduced KRnet maps for high-dimensional inverse problems. CoRR (2023)
Kejun Tang, Xiaoliang Wan, Chao Yang
DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations. J. Comput. Phys. 476 (2023)
Li Zeng, Xiaoliang Wan, Tao Zhou
Adaptive Deep Density Approximation for Fractional Fokker-Planck Equations. J. Sci. Comput. 97 (3) (2023)
Xiaoliang Wan, Tao Zhou, Yuancheng Zhou
Adaptive importance sampling for Deep Ritz. CoRR (2023)
Li Zeng, Xiaoliang Wan, Tao Zhou
Bounded KRnet and its applications to density estimation and approximation. CoRR (2023)
Li Zeng, Xiaoliang Wan, Tao Zhou
Adaptive deep density approximation for fractional Fokker-Planck equations. CoRR (2022)
Kejun Tang, Xiaoliang Wan, Qifeng Liao
Adaptive deep density approximation for Fokker-Planck equations. J. Comput. Phys. 457 (2022)
Xiaoliang Wan, Jiayu Zhai
A Minimum Action Method for Dynamical Systems with Constant Time Delays. SIAM J. Sci. Comput. 43 (1) (2021)
Xiaoliang Wan, Kejun Tang
Augmented KRnet for density estimation and approximation. CoRR (2021)
Kejun Tang, Xiaoliang Wan, Qifeng Liao
Adaptive deep density approximation for Fokker-Planck equations. CoRR (2021)
Kejun Tang, Xiaoliang Wan, Chao Yang
DAS: A deep adaptive sampling method for solving partial differential equations. CoRR (2021)
Xiaoliang Wan, Shuangqing Wei
Coupling the reduced-order model and the generative model for an importance sampling estimator. J. Comput. Phys. 408 (2020)
Xiaoliang Wan, Shuangqing Wei
VAE-KRnet and its applications to variational Bayes. CoRR (2020)
Xiaoliang Wan, Shuangqing Wei
Coupling the reduced-order model and the generative model for an importance sampling estimator. CoRR (2019)
Xiaoliang Wan, Haijun Yu, Jiayu Zhai
Convergence Analysis of a Finite Element Approximation of Minimum Action Methods. SIAM J. Numer. Anal. 56 (3) (2018)
Xiaoliang Wan, Xiang Zhou
Asymptotically Efficient Simulation of Elliptic Problems with Small Random Forcing. SIAM J. Sci. Comput. 40 (1) (2018)
Xiaoliang Wan, Haijun Yu
A dynamic-solver-consistent minimum action method: With an application to 2D Navier-Stokes equations. J. Comput. Phys. 331 (2017)
Xiaoliang Wan
A minimum action method for small random perturbations of two-dimensional parallel shear flows. J. Comput. Phys. 235 (2013)
Xiaoliang Wan, Guang Lin
Hybrid parallel computing of minimum action method. Parallel Comput. 39 (10) (2013)
Xiaoliang Wan, Boris L. Rozovskii
The Wick-Malliavin Approximation of Elliptic Problems with Log-Normal Random Coefficients. SIAM J. Sci. Comput. 35 (5) (2013)
Xiaoliang Wan
An adaptive high-order minimum action method. J. Comput. Phys. 230 (24) (2011)
Jasmine Foo, Xiaoliang Wan, George E. Karniadakis
The multi-element probabilistic collocation method (ME-PCM): Error analysis and applications. J. Comput. Phys. 227 (22) (2008)
Guang Lin, Xiaoliang Wan, Chau-Hsing Su, George E. Karniadakis
Stochastic Computational Fluid Mechanics. Comput. Sci. Eng. 9 (2) (2007)
Xiaoliang Wan, George E. Karniadakis
A sharp error estimate for the fast Gauss transform. J. Comput. Phys. 219 (1) (2006)
Xiaoliang Wan, George E. Karniadakis
Multi-Element Generalized Polynomial Chaos for Arbitrary Probability Measures. SIAM J. Sci. Comput. 28 (3) (2006)
Xiaoliang Wan, George E. Karniadakis
Beyond Wiener-Askey Expansions: Handling Arbitrary PDFs. J. Sci. Comput. 27 (1-3) (2006)
Xiaoliang Wan, Dongbin Xiu, George E. Karniadakis
Stochastic Solutions for the Two-Dimensional Advection-Diffusion Equation. SIAM J. Sci. Comput. 26 (2) (2004)