Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks

14 October 2023

Papers citing "Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks"

6 / 6 papers shown

Title
Dual Cone Gradient Descent for Training Physics-Informed Neural Networks Youngsik Hwang Dong-Young Lim AI4CE 28 2 0 27 Sep 2024
Neural Parameter Regression for Explicit Representations of PDE Solution Operators Konrad Mundinger Max Zimmer S. Pokutta 42 0 0 19 Mar 2024
Meta-Learning Sparse Compression Networks Jonathan Richard Schwarz Yee Whye Teh 54 25 0 18 May 2022
Initialization and Regularization of Factorized Neural Layers M. Khodak Neil A. Tenenholtz Lester W. Mackey Nicolò Fusi 63 56 0 03 May 2021
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 170 756 0 13 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 263 11,677 0 09 Mar 2017