Sebastien Comas-Cardona

According to our database, Sebastien Comas-Cardona authored at least 5 papers between 2021 and 2026.

Collaborative distances:

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

2026

Physics-Informed Neural Networks and Sequence Encoder: Application to heating and early cooling of thermo-stamping process.

Mouad Elaarabi, Domenico Borzacchiello, Philippe Le Bot, Nathan Lauzeral, Sebastien Comas-Cardona

CoRR, March, 2026

2025

Hybrid Adaptive Modeling in Process Monitoring: Leveraging Sequence Encoders and Physics-Informed Neural Networks.

Mouad Elaarabi, Domenico Borzacchiello, Philippe Le Bot, Nathan Lauzeral, Sebastien Comas-Cardona

CoRR, May, 2025

Adaptive parameters identification for nonlinear dynamics using deep permutation invariant networks.

Mouad Elaarabi, Domenico Borzacchiello, Philippe Le Bot, Yves Le Guennec, Sebastien Comas-Cardona

Mach. Learn., January, 2025

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

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