Maximum-likelihood Estimators in Physics-Informed Neural Networks for High-dimensional Inverse Problems

12 April 2023

Papers citing "Maximum-likelihood Estimators in Physics-Informed Neural Networks for High-dimensional Inverse Problems"

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Title
Physics-informed neural networks with hard constraints for inverse design Lu Lu R. Pestourie Wenjie Yao Zhicheng Wang F. Verdugo Steven G. Johnson PINN 50 495 0 09 Feb 2021
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 186 761 0 13 Mar 2020