Correcting model misspecification in physics-informed neural networks (PINNs)

16 October 2023

Papers citing "Correcting model misspecification in physics-informed neural networks (PINNs)"

4 / 4 papers shown

Title
Physics-informed deep learning for infectious disease forecasting Y. Qian Éric Marty Avranil Basu Avranil Basu Eamon B. O'Dea Xianqiao Wang Spencer Fox Pejman Rohani John M. Drake He Li PINN AI4CE 154 2 0 16 Jan 2025
BiLO: Bilevel Local Operator Learning for PDE inverse problems Ray Zirui Zhang Xiaohui Xie John S. Lowengrub 125 2 0 27 Apr 2024
Physics-informed Neural Network Estimation of Material Properties in Soft Tissue Nonlinear Biomechanical Models Federica Caforio Francesco Regazzoni S. Pagani Elias Karabelas Christoph M. Augustin Gundolf Haase Gernot Plank A. Quarteroni PINN 95 15 0 15 Dec 2023
Uncertainty quantification for noisy inputs-outputs in physics-informed neural networks and neural operators Zongren Zou Xuhui Meng George Karniadakis AI4CE 97 24 0 19 Nov 2023