An adaptive augmented Lagrangian method for training physics and equality constrained artificial neural networks

8 June 2023

Papers citing "An adaptive augmented Lagrangian method for training physics and equality constrained artificial neural networks"

6 / 6 papers shown

Title
Non-overlapping, Schwarz-type Domain Decomposition Method for Physics and Equality Constrained Artificial Neural Networks Qifeng Hu S. Basir Inanc Senocak 40 1 0 20 Sep 2024
Learning in PINNs: Phase transition, total diffusion, and generalization Sokratis J. Anagnostopoulos Juan Diego Toscano Nikolaos Stergiopulos George Karniadakis 32 10 0 27 Mar 2024
Geometry-Informed Neural Networks Arturs Berzins Andreas Radler Sebastian Sanokowski Sepp Hochreiter Johannes Brandstetter GAN AI4CE 38 1 0 21 Feb 2024
A Generalized Schwarz-type Non-overlapping Domain Decomposition Method using Physics-constrained Neural Networks S. Basir Inanc Senocak AI4CE 27 3 0 23 Jul 2023
Physics and Equality Constrained Artificial Neural Networks: Application to Forward and Inverse Problems with Multi-fidelity Data Fusion S. Basir Inanc Senocak PINN AI4CE 34 68 0 30 Sep 2021
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