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John M. Hanna
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Residual-based adaptivity for two-phase flow simulation in porous media using Physics-informed Neural Networks
JM Hanna, JV Aguado, S Comas-Cardona, R Askri, D Borzacchiello
Computer Methods in Applied Mechanics and Engineering 396, 115100, 2022
402022
A self-supervised learning framework based on physics-informed and convolutional neural networks to identify local anisotropic permeability tensor from textiles 2D images for …
JM Hanna, JV Aguado, S Comas-Cardona, Y Le Guennec, ...
Composites Part A: Applied Science and Manufacturing, 108019, 2024
22024
Sensitivity analysis using Physics-informed neural networks
JM Hanna, JV Aguado, S Comas-Cardona, R Askri, D Borzacchiello
arXiv preprint arXiv:2301.02428, 2023
12023
Modeling two-phase flow in porous media using physics-informed neural networks for applications in liquid composite molding
J Hanna
École centrale de Nantes, 2023
2023
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