Francisco Chinesta

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 75

Top Topics

Multiscale Decomposition

Top Venues

Adv. Model. Simul. Eng. Sci.

Publications

Chady Ghnatios, Sebastian Rodriguez, Jerome Tomezyk, Yves Dupuis, Joel Mouterde, Joaquim Da Silva, Francisco Chinesta
A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings. Adv. Model. Simul. Eng. Sci. 11 (1) (2024)
Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta
Assessing Sensor Integrity for Nuclear Waste Monitoring Using Graph Neural Networks. Sensors 24 (5) (2024)
David Muñoz, Anoop Ebey Thomas, Julien Cotton, Johan Bertrand, Francisco Chinesta
Hybrid Twins Modeling of a High-Level Radioactive Waste Cell Demonstrator for Long-Term Temperature Monitoring and Forecasting. Sensors 24 (15) (2024)
Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta
Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds. CoRR (2024)
Clara Guilhaumon, Nicolas Hascoët, Francisco Chinesta, Marc Lavarde, Fatima Daim
Data Augmentation for Regression Machine Learning Problems in High Dimensions. Comput. 12 (2) (2024)
Alicia Tierz, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
Graph neural networks informed locally by thermodynamics. CoRR (2024)
Chady Ghnatios, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Elías Cueto, Francisco Chinesta
Optimal trajectory planning combining model-based and data-driven hybrid approaches. Adv. Model. Simul. Eng. Sci. 11 (1) (2024)
Pau Urdeitx, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
A comparison of Single- and Double-generator formalisms for Thermodynamics-Informed Neural Networks. CoRR (2024)
Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta
Correction: Ghnatios et al. A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Computation 2022, 10, 176. Comput. 12 (3) (2024)
Carlos Bermejo-Barbanoj, Beatriz Moya, Alberto Badías, Francisco Chinesta, Elías Cueto
Thermodynamics-informed super-resolution of scarce temporal dynamics data. CoRR (2024)
Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto
Thermodynamics-Informed Graph Neural Networks. IEEE Trans. Artif. Intell. 5 (3) (2024)
Angelo Pasquale, Mohammad Javad Kazemzadeh-Parsi, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Francisco Chinesta
Modular parametric PGD enabling online solution of partial differential equations. CoRR (2024)
Sebastian Rodriguez, Angelo Pasquale, Khanh Nguyen, Amine Ammar, Francisco Chinesta
A time multiscale based data-driven approach in cyclic elasto-plasticity. CoRR (2023)
Angelo Pasquale, Sebastian Rodriguez, Khanh Nguyen, Amine Ammar, Francisco Chinesta
A time multiscale decomposition in cyclic elasto-plasticity. Comput. Math. Appl. 149 (2023)
Abel Sancarlos, Victor Champaney, Elías Cueto, Francisco Chinesta
Regularized regressions for parametric models based on separated representations. Adv. Model. Simul. Eng. Sci. 10 (1) (2023)
Beatriz Moya, Alberto Badías, David González, Francisco Chinesta, Elías Cueto
Physics Perception in Sloshing Scenes With Guaranteed Thermodynamic Consistency. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Maurine Jacot, Victor Champaney, Francisco Chinesta, Julien Cortial
Parametric Damage Mechanics Empowering Structural Health Monitoring of 3D Woven Composites. Sensors 23 (4) (2023)
Angelo Pasquale, Sebastian Rodriguez, Khanh Nguyen, Amine Ammar, Francisco Chinesta
A time multiscale decomposition in cyclic elasto-plasticity. CoRR (2023)
Ismael Ben-Yelun, Luis Irastorza-Valera, Luis Saucedo-Mora, Francisco Javier Montáns, Francisco Chinesta
On the data-driven description of lattice materials mechanics. CoRR (2023)
Clement Mailhe, Amine Ammar, Francisco Chinesta
On the use of synthetic images in deep learning for defect recognition in industrial infrastructures. ICMVA (2023)
Francisco Chinesta, Elías Cueto
Empowering engineering with data, machine learning and artificial intelligence: a short introductive review. Adv. Model. Simul. Eng. Sci. 9 (1) (2022)
Quercus Hernández, Alberto Badias, Francisco Chinesta, Elías Cueto
Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems. CoRR (2022)
Quercus Hernández, Alberto Badias, Francisco Chinesta, Elías Cueto
Thermodynamics-informed neural networks for physically realistic mixed reality. CoRR (2022)
Mohammad Javad Kazemzadeh-Parsi, Amine Ammar, Francisco Chinesta
Domain decomposition involving subdomain separable space representations for solving parametric problems in complex geometries. Adv. Model. Simul. Eng. Sci. 9 (1) (2022)
Amine Ammar, Francisco Chinesta, Rudy Valette
Introduction for the Special Issue: Statistical Fluid Dynamics. Entropy 24 (6) (2022)
Elías Cueto, Francisco Chinesta
Thermodynamics of learning physical phenomena. CoRR (2022)
Alberto Badias, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
MORPH-DSLAM: Model Order Reduction for Physics-Based Deformable SLAM. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Sergio Torregrosa, Victor Champaney, Amine Ammar, Vincent Herbert, Francisco Chinesta
Surrogate parametric metamodel based on Optimal Transport. Math. Comput. Simul. 194 (2022)
Beatriz Moya, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Physics-informed Reinforcement Learning for Perception and Reasoning about Fluids. CoRR (2022)
Quercus Hernández, Alberto Badias, Francisco Chinesta, Elías Cueto
Thermodynamics-informed graph neural networks. CoRR (2022)
Jiajun Wu, Chady Ghnatios, Philippe Mordillat, Yves Tourbier, Francisco Chinesta
Functional Parametric Elasto-Dynamics for Efficient Multicomponent Design. Comput. 10 (12) (2022)
Chady Ghnatios, Anais Barasinski, Francisco Chinesta
On the High-Resolution Discretization of the Maxwell Equations in a Composite Tape and the Heating Effects Induced by the Dielectric Losses. Comput. 10 (2) (2022)
Sergio Torregrosa, Victor Champaney, Amine Ammar, Vincent Herbert, Francisco Chinesta
Hybrid twins based on optimal transport. Comput. Math. Appl. 127 (2022)
Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta
A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Comput. 10 (10) (2022)
Beatriz Moya, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Physics perception in sloshing scenes with guaranteed thermodynamic consistency. CoRR (2021)
Abel Sancarlos, Victor Champaney, Jean-Louis Duval, Elías Cueto, Francisco Chinesta
PGD-based advanced nonlinear multiparametric regressions for constructing metamodels at the scarce-data limit. CoRR (2021)
Mohammad Javad Kazemzadeh-Parsi, Amine Ammar, Jean-Louis Duval, Francisco Chinesta
Enhanced parametric shape descriptions in PGD-based space separated representations. Adv. Model. Simul. Eng. Sci. 8 (1) (2021)
Abel Sancarlos, Morgan Cameron, Jean-Marc Le Peuvedic, Juliette Groulier, Jean-Louis Duval, Elías Cueto, Francisco Chinesta
Learning stable reduced-order models for hybrid twins. CoRR (2021)
Tarek Frahi, Abel Sancarlos, Matthieu Galle, Xavier Beaulieu, Anne Chambard, Antonio Falcó, Elías Cueto, Francisco Chinesta
Monitoring weeder robots and anticipating their functioning by using advanced topological data analysis. CoRR (2021)
Rabih Mezher, Jack Arayro, Nicolas Hascoet, Francisco Chinesta
Study of Concentrated Short Fiber Suspensions in Flows, Using Topological Data Analysis. Entropy 23 (9) (2021)
Angelo Pasquale, Amine Ammar, Antonio Falcó, Simona Perotto, Elías Cueto, Jean-Louis Duval, Francisco Chinesta
A separated representation involving multiple time scales within the Proper Generalized Decomposition framework. Adv. Model. Simul. Eng. Sci. 8 (1) (2021)
Quercus Hernandez, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Structure-preserving neural networks. J. Comput. Phys. 426 (2021)
Tarek Frahi, Abel Sancarlos, Mathieu Galle, Xavier Beaulieu, Anne Chambard, Antonio Falcó, Elías Cueto, Francisco Chinesta
Monitoring Weeder Robots and Anticipating Their Functioning by Using Advanced Topological Data Analysis. Frontiers Artif. Intell. 4 (2021)
Nicolás Montés, Francisco Chinesta, Marta C. Mora, Antonio Falcó, Lucia Hilario, Nuria Rosillo, Enrique Nadal
Real-Time Path Planning Based on Harmonic Functions under a Proper Generalized Decomposition-Based Framework. Sensors 21 (12) (2021)
David González, Francisco Chinesta, Elías Cueto
Learning non-Markovian physics from data. J. Comput. Phys. 428 (2021)
Quercus Hernandez, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Deep learning of thermodynamics-aware reduced-order models from data. CoRR (2020)
Claudia Germoso, Giacomo Quaranta, Jean-Louis Duval, Francisco Chinesta
Non-Intrusive In-Plane-Out-of-Plane Separated Representation in 3D Parametric Elastodynamics. Comput. 8 (3) (2020)
Simona Vermiglio, Victor Champaney, Abel Sancarlos, Fatima Daim, Jean Claude Kedzia, Jean-Louis Duval, Pedro Díez, Francisco Chinesta
Parametric Electromagnetic Analysis of Radar-Based Advanced Driver Assistant Systems. Sensors 20 (19) (2020)
Quercus Hernandez, Alberto Badias, David González, Francisco Chinesta, Elías Cueto
Structure-preserving neural networks. CoRR (2020)
Apurba Das, M. Nabi, Francisco Chinesta
Modeling soft robotic actuators using data-driven model reduction. MED (2020)
Francisco Chinesta, Elías Cueto, Miroslav Grmela, Beatriz Moya, Michal Pavelka, Martin Sípka
Learning Physics from Data: A Thermodynamic Interpretation. SPIGL (2020)
Adrien Scheuer, Guillaume Grégoire, Emmanuelle Abisset-Chavanne, Francisco Chinesta, Roland Keunings
Modelling the effect of particle inertia on the orientation kinematics of fibres and spheroids immersed in a simple shear flow. Comput. Math. Appl. 79 (3) (2020)
Farouk Belkadi, Mohamed Anis Dhuieb, José Vicente Aguado, Florent Laroche, Alain Bernard, Francisco Chinesta
Intelligent assistant system as a context-aware decision-making support for the workers of the future. Comput. Ind. Eng. 139 (2020)
Minyoung Yun, Clara Argerich Martin, Pierre Giormini, Francisco Chinesta, Suresh Advani
Learning the Macroscopic Flow Model of Short Fiber Suspensions from Fine-Scale Simulated Data. Entropy 22 (1) (2020)
Alberto Badias, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
MORPH-DSLAM: Model Order Reduction for PHysics-based Deformable SLAM. CoRR (2020)
Chady Ghnatios, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
Data-Driven GENERIC Modeling of Poroviscoelastic Materials. Entropy 21 (12) (2019)
Giacomo Quaranta, Mustapha Ziane, Eberhard Haug, Jean-Louis Duval, Francisco Chinesta
A minimally-intrusive fully 3D separated plate formulation in computational structural mechanics. Adv. Model. Simul. Eng. Sci. 6 (1) (2019)
José Vicente Aguado, Domenico Borzacchiello, Kiran S. Kollepara, Francisco Chinesta, Antonio Huerta
Tensor Representation of Non-linear Models Using Cross Approximations. J. Sci. Comput. 81 (1) (2019)
Giacomo Quaranta, Mustapha Ziane, Fatima Daim, Emmanuelle Abisset-Chavanne, Jean-Louis Duval, Francisco Chinesta
On the coupling of local 3D solutions and global 2D shell theory in structural mechanics. Adv. Model. Simul. Eng. Sci. 6 (1) (2019)
Angel León, Sebastien Mueller, Patrick de Luca, Rajab Said, Jean-Louis Duval, Francisco Chinesta
Non-intrusive proper generalized decomposition involving space and parameters: application to the mechanical modeling of 3D woven fabrics. Adv. Model. Simul. Eng. Sci. 6 (1) (2019)
Nathan Lauzeral, Domenico Borzacchiello, Michael Kugler, Daniel George, Yves Rémond, Alexandre Hostettler, Francisco Chinesta
A model order reduction approach to create patient-specific mechanical models of human liver in computational medicine applications. Comput. Methods Programs Biomed. 170 (2019)
Nathan Lauzeral, Domenico Borzacchiello, Michael Kugler, Daniel George, Yves Rémond, Alexandre Hostettler, Francisco Chinesta
Shape parametrization of bio-mechanical finite element models based on medical images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7 (5-6) (2019)
Francisco Javier Montáns, Francisco Chinesta, Rafael Gómez-Bombarelli, J. Nathan Kutz
Complex Algorithms for Data-Driven Model Learning in Science and Engineering. Complex. 2019 (2019)
Nicolás Montés, Francisco Chinesta, Antonio Falcó, Marta C. Mora, Lucia Hilario, Jean-Louis Duval
A PGD-based Method for Robot Global Path Planning: A Primer. ICINCO (1) (2019)
H. Tertrais, Rubén Ibáñez, Anais Barasinski, Chady Ghnatios, Francisco Chinesta
On the Proper Generalized Decomposition applied to microwave processes involving multilayered components. Math. Comput. Simul. 156 (2019)
Alberto Badias, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
Improving the realism of mixed reality through physical simulation. SIGGRAPH Posters (2018)
Antonio Falcó, Nicolás Montés, Francisco Chinesta, Lucia Hilario, Marta C. Mora
On the Existence of a Progressive Variational Vademecum based on the Proper Generalized Decomposition for a Class of Elliptic Parameterized Problems. J. Comput. Appl. Math. 330 (2018)
Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean-Louis Duval, Francisco Chinesta
A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition. Complex. 2018 (2018)
José Vicente Aguado, Domenico Borzacchiello, Chady Ghnatios, François Lebel, Ram Upadhyay, Christophe Binetruy, Francisco Chinesta
A Simulation App based on reduced order modeling for manufacturing optimization of composite outlet guide vanes. Adv. Model. Simul. Eng. Sci. 4 (1) (2017)
Tony Ribeiro, Sophie Tourret, Maxime Folschette, Morgan Magnin, Domenico Borzacchiello, Francisco Chinesta, Olivier F. Roux, Katsumi Inoue
Inductive Learning from State Transitions over Continuous Domains. ILP (2017)
Amine Ammar, Francisco Chinesta, Rodolphe Heyd
Thermal Conductivity of Suspension of Aggregating Nanometric Rods. Entropy 19 (1) (2017)
Nicolas Bur, Pierre Joyot, Chady Ghnatios, Pierre Villon, Elías Cueto, Francisco Chinesta
On the use of model order reduction for simulating automated fibre placement processes. Adv. Model. Simul. Eng. Sci. 3 (1) (2016)
Chady Ghnatios, Christian Mathis, Francisco Chinesta
Poroelastic properties identification through micro indentation modeled by using the proper generalized decomposition. ACTEA (2016)
Carlos Quesada, David González, Icíar Alfaro, Elías Cueto, Antonio Huerta, Francisco Chinesta
Real-time simulation techniques for augmented learning in science and engineering. Vis. Comput. 32 (11) (2016)
Muhammad Haris Malik, Domenico Borzacchiello, Francisco Chinesta, Pedro Díez
Reduced order modeling for transient simulation of power systems using trajectory piece-wise linear approximation. Adv. Model. Simul. Eng. Sci. 3 (1) (2016)
Marta Pérez, Emmanuelle Abisset-Chavanne, Anais Barasinski, Francisco Chinesta, Amine Ammar, Roland Keunings
On the multi-scale description of electrical conducting suspensions involving perfectly dispersed rods. Adv. Model. Simul. Eng. Sci. 2 (1) (2015)
Andrés Mena, David Bel, Icíar Alfaro, David González, Elías Cueto, Francisco Chinesta
Towards a pancreatic surgery simulator based on model order reduction. Adv. Model. Simul. Eng. Sci. 2 (1) (2015)
Simon Carolan, Guillaume Moreau, Morgan Magnin, Francisco Chinesta
Towards the Effective Use of Available Educational Resources: Designing Adaptive Hypermedia Environments for the Engineering Sciences. ICALT (2015)
Francisco Chinesta, Morgan Magnin, Olivier H. Roux, Amine Ammar, Elías Cueto
Kinetic Theory Modeling and Efficient Numerical Simulation of Gene Regulatory Networks Based on Qualitative Descriptions. Entropy 17 (4) (2015)
Icíar Alfaro, David González, Sergio Zlotnik, Pedro Díez, Elías Cueto, Francisco Chinesta
An error estimator for real-time simulators based on model order reduction. Adv. Model. Simul. Eng. Sci. 2 (1) (2015)
Simon Carolan, Francisco Chinesta, Christine Evain, Morgan Magnin, Guillaume Moreau
Extracting Domain Ontologies from Reference Books. ICALT (2014)
Brice Bognet, Adrien Leygue, Francisco Chinesta
Separated representations of 3D elastic solutions in shell geometries. Adv. Model. Simul. Eng. Sci. 1 (1) (2014)
Elías Cueto, Francisco Chinesta
Real time simulation for computational surgery: a review. Adv. Model. Simul. Eng. Sci. 1 (1) (2014)
Carlos Quesada, Icíar Alfaro, David González, Elías Cueto, Francisco Chinesta
PGD-Based Model Reduction for Surgery Simulation: Solid Dynamics and Contact Detection. ISBMS (2014)
Simon Carolan, Francisco Chinesta, Christine Evain, Morgan Magnin, Guillaume Moreau
Towards Augmented Learning in Science and Engineering in Higher Education. ICALT (2013)
Emmanuelle Abisset-Chavanne, Rabih Mezher, Steven Le Corre, Amine Ammar, Francisco Chinesta
Kinetic Theory Microstructure Modeling in Concentrated Suspensions. Entropy 15 (7) (2013)
Courtney Chancellor, Amine Ammar, Francisco Chinesta, Morgan Magnin, Olivier F. Roux
Linking Discrete and Stochastic Models: The Chemical Master Equation as a Bridge between Process Hitting and Proper Generalized Decomposition. CMSB (2013)
David González, F. Masson, F. Poulhaon, Adrien Leygue, Elías Cueto, Francisco Chinesta
Proper Generalized Decomposition based dynamic data driven inverse identification. Math. Comput. Simul. 82 (9) (2012)
Florent Laroche, Felipe Bordeu, Alain Bernard, Francisco Chinesta
Towards the factory of future an integrated approach of material-processes-information-human being. VRIC (2012)
Siamak Niroomandi, Icíar Alfaro, Elías Cueto, Francisco Chinesta
Accounting for large deformations in real-time simulations of soft tissues based on reduced-order models. Comput. Methods Programs Biomed. 105 (1) (2012)
Rosa Di Lorenzo, Giuseppe Ingarao, Francisco Chinesta
Integration of gradient based and response surface methods to develop a cascade optimisation strategy for Y-shaped tube hydroforming process design. Adv. Eng. Softw. 41 (2) (2010)
B. Mokdad, Amine Ammar, Magdeleine Normandin, Francisco Chinesta, Jean-Robert Clermont
A fully deterministic micro-macro simulation of complex flows involving reversible network fluid models. Math. Comput. Simul. 80 (9) (2010)
E. Pruliere, Francisco Chinesta, Amine Ammar
On the deterministic solution of multidimensional parametric models using the Proper Generalized Decomposition. Math. Comput. Simul. 81 (4) (2010)
Siamak Niroomandi, Icíar Alfaro, Elías Cueto, Francisco Chinesta
Real-time deformable models of non-linear tissues by model reduction techniques. Comput. Methods Programs Biomed. 91 (3) (2008)
Siamak Niroomandi, Icíar Alfaro, Elías Cueto, Francisco Chinesta
On the Application of Model Reduction Techniques to Real-Time Simulation of Non-linear tissues. ISBMS (2008)
David González, Elías Cueto, Francisco Chinesta, Manuel Doblaré
A natural element updated Lagrangian strategy for free-surface fluid dynamics. J. Comput. Phys. 223 (1) (2007)
Carlos Monserrat, Ullrich Meier, Mariano Alcañiz Raya, Francisco Chinesta, Mari C. Juan
A new approach for the real-time simulation of tissue deformations in surgery simulation. Comput. Methods Programs Biomed. 64 (2) (2001)
Mariano Alcañiz Raya, Carlos Monserrat, Vicente Grau, Francisco Chinesta, Antonio Ramón, Salvador Albalat
An advanced system for the simulation and planning of orthodontic treatment. Medical Image Anal. 2 (1) (1998)
Mariano Alcañiz Raya, Francisco Chinesta, Carlos Monserrat, Vicente Grau, Antonio Ramón
An Advanced System for the Simulation and Planning of Orthodontic Treatments. VBC (1996)