Liang Yan

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 15

Top Topics

Adaptive Sampling

Inverse Problems

Top Venues

J. Comput. Phys.

SIAM J. Sci. Comput.

Comput. Math. Appl.

Publications

Zhiwei Gao, Tao Tang, Liang Yan, Tao Zhou
Failure-informed adaptive sampling for PINNs, Part II: combining with re-sampling and subset simulation. CoRR (2023)
Zhiwei Gao, Liang Yan, Tao Zhou
Failure-Informed Adaptive Sampling for PINNs. SIAM J. Sci. Comput. 45 (4) (2023)
Yongchao Li, Yanyan Wang, Liang Yan
Surrogate modeling for Bayesian inverse problems based on physics-informed neural networks. J. Comput. Phys. 475 (2023)
Zhiwei Gao, Liang Yan, Tao Zhou
Adaptive operator learning for infinite-dimensional Bayesian inverse problems. CoRR (2023)
Zhiwei Gao, Liang Yan, Tao Zhou
Failure-informed adaptive sampling for PINNs. CoRR (2022)
Akil Narayan, Liang Yan, Tao Zhou
Optimal design for kernel interpolation: Applications to uncertainty quantification. J. Comput. Phys. 430 (2021)
Akil Narayan, Liang Yan, Tao Zhou
Optimal design for kernel interpolation: applications to uncertainty quantification. CoRR (2021)
Liang Yan, Tao Zhou
Stein variational gradient descent with local approximations. CoRR (2021)
Liang Yan, Tao Zhou
An acceleration strategy for randomize-then-optimize sampling via deep neural networks. CoRR (2021)
Liang Yan, Xiling Zou
Gradient-free Stein variational gradient descent with kernel approximation. Appl. Math. Lett. 121 (2021)
Liang Yan, Tao Zhou
An adaptive surrogate modeling based on deep neural networks for large-scale Bayesian inverse problems. CoRR (2019)
Liang Yan, Tao Zhou
Adaptive multi-fidelity polynomial chaos approach to Bayesian inference in inverse problems. J. Comput. Phys. 381 (2019)
Ling Guo, Akil Narayan, Liang Yan, Tao Zhou
Weighted Approximate Fekete Points: Sampling for Least-Squares Polynomial Approximation. SIAM J. Sci. Comput. 40 (1) (2018)
Fenglian Yang, Liang Yan, Leevan Ling
Doubly stochastic radial basis function methods. J. Comput. Phys. 363 (2018)
Liang Yan, Yeonjong Shin, Dongbin Xiu
Minimization and Its Application to Stochastic Collocation. SIAM J. Sci. Comput. 39 (1) (2017)
Liang Yan, Ling Guo
-Minimization for Bayesian Solution of Inverse Problems. SIAM J. Sci. Comput. 37 (3) (2015)
Liang Yan, Fenglian Yang
The method of approximate particular solutions for the time-fractional diffusion equation with a non-local boundary condition. Comput. Math. Appl. 70 (3) (2015)
Liang Yan, Fenglian Yang
Efficient Kansa-type MFS algorithm for time-fractional inverse diffusion problems. Comput. Math. Appl. 67 (8) (2014)
Haifeng Zhao, Liang Yan, Jijun Liu
On the interface identification of free boundary problem by method of fundamental solution. Numer. Linear Algebra Appl. 20 (2) (2013)
Yuan-Xiang Zhang, Chu-Li Fu, Liang Yan
Approximate inverse method for stable analytic continuation in a strip domain. J. Comput. Appl. Math. 235 (9) (2011)
Liang Yan, Fenglian Yang, Chu-Li Fu
A meshless method for solving an inverse spacewise-dependent heat source problem. J. Comput. Phys. 228 (1) (2009)
Fenglian Yang, Liang Yan, Ting Wei
Reconstruction of the corrosion boundary for the Laplace equation by using a boundary collocation method. Math. Comput. Simul. 79 (7) (2009)
Liang Yan, Fenglian Yang, Chu-Li Fu
A Bayesian inference approach to identify a Robin coefficient in one-dimensional parabolic problems. J. Comput. Appl. Math. 231 (2) (2009)