Concepedia

John M. Hanna

JM

Statistics

Publications

3

Citations

153

H-Index

3

Active since

2022

Affiliations

École Centrale de Nantes(Current)

Centre National de la Recherche Scientifique

IRT Jules Verne

Institut de Recherche en Génie Civil et Mécanique

Nantes Université

John M. Hanna is an author at École Centrale de Nantes specializing in computer science, physics, and deep learning.

ORCID

Publications per year

2022–2024

3

Publications

3

Residual-based adaptivity for two-phase flow simulation in porous media using Physics-informed Neural Networks

John M. Hanna, José V. Aguado, Sébastien Comas-Cardona et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 113 citations · Full text

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A self-supervised learning framework based on physics-informed and convolutional neural networks to identify local anisotropic permeability tensor from textiles 2D images for filling pattern prediction

John M. Hanna, José V. Aguado, Sébastien Comas-Cardona et al. · Composites Part A Applied Science and Manufacturing · 2024 · 21 citations · Full text

, , +17

Sensitivity analysis using Physics-informed neural networks

John M. Hanna, José Vicente Aguado, Sébastien Comas-Cardona et al. · Engineering Applications of Artificial Intelligence · 2024 · 19 citations

, , +11

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