Conciliating accuracy and efficiency to empower engineering based on performance: a short journey

Francisco Chinesta; Elias Cueto

Comptes Rendus. Mécanique, Volume 351 (2023) p. 1-13

Numerical experiments on unsupervised manifold learning applied to mechanical modeling of materials and structures

Ruben Ibanez; Pierre Gilormini; Elias Cueto; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 348 (2020) p. 937-958

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

Foreword

Elias Cueto; Piotr Breitkopf; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 346 (2018) p. 483

Wavelet-based multiscale proper generalized decomposition

Angel Leon; Anais Barasinski; Emmanuelle Abisset-Chavanne; Elias Cueto; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 346 (2018) p. 485-500

On the physical interpretation of fractional diffusion

Enrique Nadal; Emmanuelle Abisset-Chavanne; Elias Cueto; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 346 (2018) p. 581-589

Advanced parametric space-frequency separated representations in structural dynamics: A harmonic–modal hybrid approach

Muhammad Haris Malik; Domenico Borzacchiello; Jose Vicente Aguado; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 346 (2018) p. 590-602

Microscopic modelling of orientation kinematics of non-spherical particles suspended in confined flows using unilateral mechanics

Adrien Scheuer; Emmanuelle Abisset-Chavanne; Francisco Chinesta; Roland Keunings

Comptes Rendus. Mécanique, Volume 346 (2018) p. 48-56

Efficient PGD-based dynamic calculation of non-linear soil behavior

Claudia Germoso; Jose V. Aguado; Alberto Fraile; Enrique Alarcon; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 344 (2016) p. 24-41

In-plane/out-of-plane separated representations of updated Lagrangian descriptions of viscoplastic flow models in plate domains

Diego Canales; Adrien Leygue; Francisco Chinesta; Icíar Alfaro; David González; Elías Cueto; Éric Feulvarch; Jean-Michel Bergheau

Comptes Rendus. Mécanique, Volume 344 (2016) p. 225-235

On the space-time separated representation of integral linear viscoelastic models

Amine Ammar; Ali Zghal; Franck Morel; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 343 (2015) p. 247-263