Submitted

[1] Z.W. Gao, G. Karniadakis, Scalable Bayesian Physics-informed Kolmogorov-Arnold networks, submitted to SIAM. J.UQ, 2023.

Journal papers

[1] Z.W. Gao, L. Yan, T. Zhou, Failure-informed adaptive sampling for PINNs, SIAM J. Sci. Comput., 2023.
[2] Z.W. Gao, T. Tang, L. Yan, T. Zhou, Failure-informed adaptive sampling for PINNs, Part II: combining with re-sampling and subset simulation, CAMC, 2023.
[3] Z.W. Gao, L. Yan, T. Zhou, Adaptive operator learning for infinite-dimensional Bayesian inverse problems, SIAM. J.UQ, 2024.