GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for
PINNs

GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs

28 March 2023

Yuling Jiao

Papers citing "GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs"

4 / 4 papers shown

Title
Deep adaptive sampling for surrogate modeling without labeled data Xili Wang Keju Tang Jiayu Zhai Xiaoliang Wan Chao Yang 17 2 0 17 Feb 2024
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs Keju Tang Jiayu Zhai Xiaoliang Wan Chao Yang 10 8 0 30 May 2023
CP-PINNs: Data-Driven Changepoints Detection in PDEs Using Online Optimized Physics-Informed Neural Networks Zhi-Ling Dong Pawel Polak PINN 16 1 0 18 Aug 2022
Efficient training of physics-informed neural networks via importance sampling M. A. Nabian R. J. Gladstone Hadi Meidani DiffM PINN 69 218 0 26 Apr 2021