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

Francisco Chinesta; Elias Cueto

Comptes Rendus. Mécanique, Volume 351 (2023) no. 3 p. 121-133

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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) no. 10 p. 937-958

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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) no. 5 p. 445-454

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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) no. 11 p. 780-792

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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) no. 11 p. 754-761

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

Amine Ammar; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 347 (2019) no. 11 p. 743-753

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Foreword

Francisco Chinesta; Elias Cueto; Pierre Ladevèze

Comptes Rendus. Mécanique, Volume 347 (2019) no. 11 p. 741

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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) no. 11 p. 845-855

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Foreword

Elias Cueto; Piotr Breitkopf; Francisco Chinesta

Comptes Rendus. Mécanique, Volume 346 (2018) no. 7 p. 483

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Wavelet-based multiscale proper generalized decomposition

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

Comptes Rendus. Mécanique, Volume 346 (2018) no. 7 p. 485-500

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On the physical interpretation of fractional diffusion

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

Comptes Rendus. Mécanique, Volume 346 (2018) no. 7 p. 581-589

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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) no. 7 p. 590-602

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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) no. 1 p. 48-56

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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) no. 1 p. 24-41

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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) no. 4 p. 225-235

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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) no. 4 p. 247-263

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