Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs.

Kejun Tang Jiayu Zhai Xiaoliang Wan Chao Yang

Published in: ICLR (2024)

Keyphrases

adaptive sampling
monte carlo
closed form
optimal solution
random sampling
error tolerance
data sets
neural network
decision trees
active learning
level set
partial differential equations
numerical scheme