Results 241 to 250 of about 15,175 (257)

Adaptive activation functions accelerate convergence in deep and physics-informed neural networks

Journal of Computational Physics, 2020
Ameya D Jagtap, George Karniadakis, Kenji Kawaguchi   +2 more
exaly  

Physics-informed recurrent neural networks and hyper-parameter optimization for dynamic process systems

Computers and Chemical Engineering, 2023
Erdal Aydin
exaly  

PhyGeoNet: Physics-informed geometry-adaptive convolutional neural networks for solving parameterized steady-state PDEs on irregular domain

Journal of Computational Physics, 2021
Han Gao, Jian-Xun Wang, Luning Sun
exaly  

PINNProv: Provenance for Physics-Informed Neural Networks

2023 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW), 2023
Lyncoln S. de Oliveira, Liliane N. O. Kunstmann, Débora B. Pina, Daniel de Oliveira 0001, Marta Mattoso   +4 more
openaire   +1 more source

Physics informed neural networks for control oriented thermal modeling of buildings

Applied Energy, 2022
Chris Develder, Gargya Gokhale, Bert Claessens   +2 more
exaly  

A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks

Computer Methods in Applied Mechanics and Engineering, 2023
Lu Lu, Chenxi Wu, Yadhu Kartha
exaly  

Physics informed neural networks

2022
openaire   +1 more source

Physics-informed kernel function neural networks for solving partial differential equations

Neural Networks
Zhuojia Fu, Shuainan Liu
exaly  

Iterative Tensorization of Physics-Informed Neural Networks

2025 International Conference on Machine Learning and Applications (ICMLA)
Carter Capetz, Ryan Solgi, William Sheppard   +2 more
openaire   +1 more source

Physics-informed Neural Network

Snehashish Chakraverty, Arup Kumar Sahoo, Dhabaleswar Mohapatra   +2 more
openaire   +1 more source