|
|
Engineering empowered by physics-based and data-driven hybrid models: A methodological overview
Victor Champaney
,
Francisco Chinesta
,
Elias Cueto
Journal articles
hal-03709137v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Real‐time interaction of virtual and physical objects in mixed reality applications
Alberto Badías
,
David González
,
Icíar Alfaro
,
Francisco Chinesta
,
Elías Cueto
International Journal for Numerical Methods in Engineering, 2020, 121 (17), pp.3849-3868. ⟨10.1002/nme.6385⟩
Journal articles
hal-02954594v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Natural Element Method for the Simulation of Structures and Processes
Francisco Chinesta
,
Serge Cescotto
,
Elías Cueto
,
Philippe Lorong
Books
hal-01002856v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
On the effective conductivity and the apparent viscosity of a thin rough polymer interface using PGD‐based separated representations
Amine Ammar
,
Chady Ghnatios
,
Frank Delplace
,
Anaïs Barasinski
,
Jean‐louis Duval
,
et al.
International Journal for Numerical Methods in Engineering, 2020, 121, pp.5256-5274. ⟨10.1002/nme.6448⟩
Journal articles
hal-02902716v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
A novel sparse reduced order formulation for modeling electromagnetic forces in electric motors
Abel Sancarlos
,
Elias Cueto
,
Francisco Chinesta
,
Jean-Louis Duval
Journal articles
hal-03269735v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Thermodynamically consistent data-driven computational mechanics
David González
,
Francisco Chinesta
,
Elías Cueto
Journal articles
hal-01901772v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Crossing Scales: Data-Driven Determination of the Micro-scale Behavior of Polymers From Non-homogeneous Tests at the Continuum-Scale
Víctor J. Amores
,
Francisco J. Montáns
,
Elías Cueto
,
Francisco Chinesta
Journal articles
hal-03712605v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Learning data-driven reduced elastic and inelastic models of spot-welded patches
Agathe Reille
,
Victor Champaney
,
Fatima Daim
,
Yves Tourbier
,
Nicolas Hascoet
,
et al.
Journal articles
hal-03214183v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Data-driven GENERIC modeling of poroviscoelastic materials
Chady Ghnatios
,
Icíar Alfaro
,
David González
,
Francisco Chinesta
,
Elías G. Cueto
Journal articles
hal-02547932v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Empowering Advanced Driver-Assistance Systems from Topological Data Analysis
Tarek Frahi
,
Francisco Chinesta
,
Antonio Falco
,
Alberto Badias
,
Elias Cueto
,
et al.
Journal articles
hal-03200628v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Data-driven upscaling of orientation kinematics in suspensions of rigid fibres
Adrien Scheuer
,
Amine Ammar
,
Emmanuelle Abisset-Chavanne
,
Elías Cueto
,
Francisco Chinesta
,
et al.
Journal articles
hal-02162204v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Regularized regressions for parametric models based on separated representations
Abel Sancarlos
,
Victor Champaney
,
Elias Cueto
,
Francisco Chinesta
Journal articles
hal-04163203v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Data Completion, Model Correction and Enrichment Based on Sparse Identification and Data Assimilation
Daniele Di Lorenzo
,
Victor Champaney
,
Claudia Germoso
,
Elias Cueto
,
Francisco Chinesta
Journal articles
hal-03895734v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Structure-preserving neural networks
Quercus Hernández
,
Alberto Badías
,
David González
,
Francisco Chinesta
,
Elías Cueto
Journal articles
hal-03019811v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
An augmented reality platform for interactive aerodynamic design and analysis
Alberto Badías
,
Sarah Curtit
,
David González
,
Icíar Alfaro
,
Francisco Chinesta
,
et al.
International Journal for Numerical Methods in Engineering, 2019, 120 (1), pp.125-138. ⟨10.1002/nme.6127⟩
Journal articles
hal-02457443v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
MORPH-DSLAM: Model Order Reduction for Physics-Based Deformable SLAM
Alberto Badias
,
Iciar Alfaro
,
David Gonzalez
,
Francisco Chinesta
,
Elias Cueto
Journal articles
hal-04069431v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems
Quercus Hernández
,
Alberto Badías
,
Francisco Chinesta
,
Elías Cueto
Journal articles
hal-04163352v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Learning non-Markovian physics from data
David González
,
Francisco Chinesta
,
Elías Cueto
Journal articles
hal-03019897v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Digital twins that learn and correct themselves
Beatriz Moya
,
Alberto Badías
,
Icíar Alfaro
,
Francisco Chinesta
,
Elías Cueto
International Journal for Numerical Methods in Engineering, 2022, 123 (13), pp.3034-3044. ⟨10.1002/nme.6535⟩
Journal articles
hal-03709235v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Monitoring Weeder Robots and Anticipating Their Functioning by Using Advanced Topological Data Analysis
Tarek Frahi
,
Abel Sancarlos
,
Mathieu Galle
,
Xavier Beaulieu
,
Anne Chambard
,
et al.
Journal articles
hal-04094397v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Effects of non idealities in switching frequency modulation techniques: Application to coupled interleaved multicellular parallel converters
Juan Mon
,
David Gonzalez
,
Lluis Ferrer-Arnau
,
Denis Labrousse
,
Francois Costa
15th European Conference on Power Electronics and Applications (EPE), 2013, Lille, France
Conference papers
hal-01735855v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
From linear to nonlinear PGD-based parametric structural dynamics
Giacomo Quaranta
,
Clara Argerich Martin
,
Rubén Ibáñez
,
Jean Louis Duval
,
Elías Cueto
,
et al.
Journal articles
hal-02165050v2
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Empowering Materials Processing and Performance from Data and AI
Francisco Chinesta
,
Elias Cueto
,
Benjamin Klusemann
Journal articles
hal-03338858v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Spurious-free interpolations for non-intrusive PGD-based parametric solutions: Application to composites forming processes
Chady Ghnatios
,
Elias Cueto
,
Antonio Falco
,
Jean-Louis Duval
,
Francisco Chinesta
Journal articles
hal-03273813v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Deep learning of thermodynamics-aware reduced-order models from data
Quercus Hernandez
,
Alberto Badias
,
David Gonzalez
,
Francisco Chinesta
,
Elias Cueto
Journal articles
hal-03200622v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
A thermodynamics-informed active learning approach to perception and reasoning about fluids
Beatriz Moya
,
Alberto Badías
,
David González
,
Francisco Chinesta
,
Elías Cueto
Journal articles
hal-04086391v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
A separated representation involving multiple time scales within the Proper Generalized Decomposition framework
Angelo Pasquale
,
Amine Ammar
,
Antonio Falcó
,
Simona Perotto
,
Elías Cueto
,
et al.
Journal articles
hal-04096707v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|
|
|
Thermodynamics-informed neural networks for physically realistic mixed reality
Quercus Hernández
,
Alberto Badías
,
Francisco Chinesta
,
Elías Cueto
Journal articles
hal-04073075v1
|
Share
Gmail
Facebook
Twitter
LinkedIn
More
|