Efficient Bayesian inference using physics-informed invertible neural networks for inverse problems

25 April 2023

Papers citing "Efficient Bayesian inference using physics-informed invertible neural networks for inverse problems"

3 / 3 papers shown

Title
Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning Ananyae Kumar Bhartari Vinayak Vinayak Vivek B Shenoy AI4CE 7 0 0 16 May 2025
Bayesian Inverse Problems Meet Flow Matching: Efficient and Flexible Inference via Transformers Daniil Sherki Ivan Oseledets Ekaterina Muravleva 67 0 0 03 Mar 2025
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