John M. Hanna

According to our database, John M. Hanna authored at least 3 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Sensitivity analysis using Physics-informed neural networks.

John M. Hanna, José Vicente Aguado, Sebastien Comas-Cardona, Ramzi Askri, Domenico Borzacchiello

Eng. Appl. Artif. Intell., 2024

A comparative analysis of metamodels for lumped cardiovascular models, and pipeline for sensitivity analysis, parameter estimation, and uncertainty quantification.

John M. Hanna, Pavlos Varsos, Jérôme Kowalski, Lorenzo Sala, Roel Meiburg, Irene E. Vignon-Clementel

CoRR, 2024

2021

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

John M. Hanna, José Vicente Aguado, Sebastien Comas-Cardona, Ramzi Askri, Domenico Borzacchiello

CoRR, 2021