Parametric Electromagnetic Analysis of Radar-Based Advanced Driver Assistant Systems. - Simona Vermiglio; Victor Champaney; Abel Sancarlos; Fatima Daim; Jean Claude Kedzia; Jean-Louis Duval; Pedro Díez; Francisco Chinesta (Sensors, 2020)

PGD-based advanced nonlinear multiparametric regressions for constructing metamodels at the scarce-data limit. - Abel Sancarlos; Victor Champaney; Jean-Louis Duval; Elías Cueto; Francisco Chinesta (CoRR, 2021)

Hybrid twins based on optimal transport. - Sergio Torregrosa; Victor Champaney; Amine Ammar; Vincent Herbert; Francisco Chinesta (Comput. Math. Appl., 2022)

A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. - Chady Ghnatios; Victor Champaney; Angelo Pasquale; Francisco Chinesta (Comput., 2022)

Surrogate parametric metamodel based on Optimal Transport. - Sergio Torregrosa; Victor Champaney; Amine Ammar; Vincent Herbert; Francisco Chinesta (Math. Comput. Simul., 2022)

Advanced model order reduction and data-driven technologies enabling physics-augmented digital twins. (Réduction de modèle avancée et approches basées sur les données pour la construction de jumeaux numériques augmentés par la physique). - Victor Champaney (2023)

Parametric Damage Mechanics Empowering Structural Health Monitoring of 3D Woven Composites. - Maurine Jacot; Victor Champaney; Francisco Chinesta; Julien Cortial (Sensors, 2023)

Regularized regressions for parametric models based on separated representations. - Abel Sancarlos; Victor Champaney; Elías Cueto; Francisco Chinesta (Adv. Model. Simul. Eng. Sci., 2023)

Modular parametric PGD enabling online solution of partial differential equations. - Angelo Pasquale; Mohammad Javad Kazemzadeh-Parsi; Daniele Di Lorenzo; Victor Champaney; Amine Ammar; Francisco Chinesta (Comput. Math. Appl., 2024)

Correction: Ghnatios et al. A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Computation 2022, 10, 176. - Chady Ghnatios; Victor Champaney; Angelo Pasquale; Francisco Chinesta (Comput., 2024)

Optimal trajectory planning combining model-based and data-driven hybrid approaches. - Chady Ghnatios; Daniele Di Lorenzo; Victor Champaney; Amine Ammar; Elías Cueto; Francisco Chinesta (Adv. Model. Simul. Eng. Sci., 2024)