From linear to nonlinear PGD-based parametric structural dynamics

Giacomo Quaranta; Clara Argerich Martin; Ruben Ibañez; Jean Louis Duval; Elias Cueto; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 347 (2019) p. 445-454

Incremental dynamic mode decomposition: A reduced-model learner operating at the low-data limit

Agathe Reille; Nicolas Hascoet; Chady Ghnatios; Amine Ammar; Elias Cueto; Jean Louis Duval; Francisco Chinesta; Roland Keunings

Comptes Rendus. Mécanique, Volume 347 (2019) p. 780-792

Code2vect: An efficient heterogenous data classifier and nonlinear regression technique

Clara Argerich Martín; Ruben Ibáñez Pinillo; Anais Barasinski; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 347 (2019) p. 754-761

Direct numerical simulation of flexible molecules and data-driven molecular conformation

Amine Ammar; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 347 (2019) p. 743-753

Foreword

Francisco Chinesta; Elias Cueto; Pierre Ladevèze

Comptes Rendus. Mécanique, Volume 347 (2019) p. 741

Data-driven modeling and learning in science and engineering

Francisco J. Montáns; Francisco Chinesta; Rafael Gómez-Bombarelli; J. Nathan Kutz

Comptes Rendus. Mécanique, Volume 347 (2019) p. 845-855