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Multi-output physics-informed neural networks for forward and inverse PDE problems with uncertainties

Computer Methods in Applied Mechanics and Engineering, 2022
Jiannan Yang, John T Foster
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   +4 more
openaire   +1 more source

Iterative Tensorization of Physics-Informed Neural Networks

2025 International Conference on Machine Learning and Applications (ICMLA)
Carter Capetz   +2 more
openaire   +1 more source

Physics-informed Neural Network

Snehashish Chakraverty   +2 more
openaire   +1 more source

Physics-informed neural networks for heat transfer prediction in two-phase flows

International Journal of Heat and Mass Transfer
Seohee Jang   +2 more
exaly  

A gradient-enhanced physics-informed neural networks method for the wave equation

Engineering Analysis With Boundary Elements
Guizhong Xie   +2 more
exaly  

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