Victor Champaney

Physics informed and data-based augmented learning in structural health diagnosis

Daniele Di Lorenzo, Victor Champaney, J.Y. Marzin et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 34 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +22

Engineering empowered by physics-based and data-driven hybrid models: A methodological overview

Victor Champaney, Francisco Chinesta, Elías Cueto · International Journal of Material Forming · 2022 · 27 citations · Full text

Virtual Manufacturing, Engineering, Industrial Engineering +23

Surrogate parametric metamodel based on Optimal Transport

Sergio Torregrosa, Victor Champaney, Amine Ammar et al. · Mathematics and Computers in Simulation · 2021 · 25 citations · Full text

Statistical Inference, Surrogate Parametric Metamodel, Metamodeling Technique +4

Multiparametric modeling of composite materials based on non-intrusive PGD informed by multiscale analyses: Application for real-time stiffness prediction of woven composites

Mohammed El Fallaki Idrissi, Francis Praud, Victor Champaney et al. · Composite Structures · 2022 · 20 citations · Full text

Woven Composites, Engineering, Multiparametric Modeling +9

Data-Driven Modeling for Multiphysics Parametrized Problems-Application to Induction Hardening Process

Khouloud Derouiche, Sevan Garois, Victor Champaney et al. · Metals · 2021 · 17 citations · Full text

Numerical Analysis, Engineering, Mechanical Engineering +22