A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition. - Rubén Ibáñez; Emmanuelle Abisset-Chavanne; Amine Ammar; David González 002; Elías Cueto; Antonio Huerta; Jean-Louis Duval; Francisco Chinesta (Complex., 2018)

A PGD-based Method for Robot Global Path Planning: A Primer. - Nicolás Montés; Francisco Chinesta; Antonio Falcó; Marta C. Mora; Lucia Hilario; Jean-Louis Duval (ICINCO (1), 2019)

Non-intrusive proper generalized decomposition involving space and parameters: application to the mechanical modeling of 3D woven fabrics. - Angel León; Sebastien Mueller; Patrick de Luca; Rajab Said; Jean-Louis Duval; Francisco Chinesta (Adv. Model. Simul. Eng. Sci., 2019)

On the coupling of local 3D solutions and global 2D shell theory in structural mechanics. - Giacomo Quaranta; Mustapha Ziane; Fatima Daim; Emmanuelle Abisset-Chavanne; Jean-Louis Duval; Francisco Chinesta (Adv. Model. Simul. Eng. Sci., 2019)

A minimally-intrusive fully 3D separated plate formulation in computational structural mechanics. - Giacomo Quaranta; Mustapha Ziane; Eberhard Haug; Jean-Louis Duval; Francisco Chinesta (Adv. Model. Simul. Eng. Sci., 2019)

Non-Intrusive In-Plane-Out-of-Plane Separated Representation in 3D Parametric Elastodynamics. - Claudia Germoso; Giacomo Quaranta; Jean-Louis Duval; Francisco Chinesta (Comput., 2020)

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)

Enhanced parametric shape descriptions in PGD-based space separated representations. - Mohammad Javad Kazemzadeh-Parsi; Amine Ammar; Jean-Louis Duval; Francisco Chinesta (Adv. Model. Simul. Eng. Sci., 2021)

A separated representation involving multiple time scales within the Proper Generalized Decomposition framework. - Angelo Pasquale; Amine Ammar; Antonio Falcó; Simona Perotto; Elías Cueto; Jean-Louis Duval; Francisco Chinesta (Adv. Model. Simul. Eng. Sci., 2021)

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)

Learning stable reduced-order models for hybrid twins. - Abel Sancarlos; Morgan Cameron; Jean-Marc Le Peuvedic; Juliette Groulier; Jean-Louis Duval; Elías Cueto; Francisco Chinesta (CoRR, 2021)