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Journal Articles
- 2025
[j68]Alicia Tierz
, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto:
Graph neural networks informed locally by thermodynamics. Eng. Appl. Artif. Intell. 144: 110108 (2025)- [j67]Sebastian Rodriguez, Marc Rébillat, Shweta Paunikar, Pierre Margerit, Eric Monteiro, Francisco Chinesta, Nazih Mechbal:
Single atom convolutional matching pursuit: Theoretical framework and application to Lamb waves based structural health monitoring. Signal Process. 231: 109898 (2025) - [j66]Clement Mailhe, Amine Ammar, Francisco Chinesta, Dominique Baillargeat:
Towards improving synthetic-to-real image correlation for instance recognition in structure monitoring. Vis. Comput. 41(1): 281-301 (2025) - 2024
- [j65]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): 3 (2024) - [j64]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): 10 (2024) - [j63]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. Comput. Math. Appl. 176: 244-256 (2024) - [j62]Clara Guilhaumon, Nicolas Hascoët, Francisco Chinesta, Marc Lavarde, Fatima Daim:
Data Augmentation for Regression Machine Learning Problems in High Dimensions. Comput. 12(2): 24 (2024) - [j61]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): 56 (2024) - [j60]Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta:
Assessing Sensor Integrity for Nuclear Waste Monitoring Using Graph Neural Networks. Sensors 24(5): 1580 (2024) - [j59]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): 4931 (2024) - [j58]Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto:
Thermodynamics-Informed Graph Neural Networks. IEEE Trans. Artif. Intell. 5(3): 967-976 (2024) - 2023
- [j57]Abel Sancarlos, Victor Champaney, Elías Cueto, Francisco Chinesta:
Regularized regressions for parametric models based on separated representations. Adv. Model. Simul. Eng. Sci. 10(1): 4 (2023) - [j56]Angelo Pasquale, Sebastian Rodriguez, Khanh Nguyen, Amine Ammar, Francisco Chinesta:
A time multiscale decomposition in cyclic elasto-plasticity. Comput. Math. Appl. 149: 75-83 (2023) - [j55]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): 2136-2150 (2023) - [j54]Maurine Jacot, Victor Champaney, Francisco Chinesta, Julien Cortial:
Parametric Damage Mechanics Empowering Structural Health Monitoring of 3D Woven Composites. Sensors 23(4): 1946 (2023) - 2022
- [j53]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): 2 (2022) - [j52]Francisco Chinesta, Elías Cueto:
Empowering engineering with data, machine learning and artificial intelligence: a short introductive review. Adv. Model. Simul. Eng. Sci. 9(1): 21 (2022) - [j51]Sergio Torregrosa, Victor Champaney, Amine Ammar, Vincent Herbert, Francisco Chinesta:
Hybrid twins based on optimal transport. Comput. Math. Appl. 127: 12-24 (2022) - [j50]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): 24 (2022) - [j49]Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta:
A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Comput. 10(10): 176 (2022) - [j48]Jiajun Wu, Chady Ghnatios, Philippe Mordillat, Yves Tourbier, Francisco Chinesta:
Functional Parametric Elasto-Dynamics for Efficient Multicomponent Design. Comput. 10(12): 218 (2022) - [j47]Amine Ammar, Francisco Chinesta, Rudy Valette:
Introduction for the Special Issue: Statistical Fluid Dynamics. Entropy 24(6): 782 (2022) - [j46]Sergio Torregrosa, Victor Champaney, Amine Ammar, Vincent Herbert, Francisco Chinesta:
Surrogate parametric metamodel based on Optimal Transport. Math. Comput. Simul. 194: 36-63 (2022) - [j45]Alberto Badías, 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): 7764-7777 (2022) - 2021
- [j44]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): 23 (2021) - [j43]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): 26 (2021) - [j42]Rabih Mezher, Jack Arayro, Nicolas Hascoët, Francisco Chinesta:
Study of Concentrated Short Fiber Suspensions in Flows, Using Topological Data Analysis. Entropy 23(9): 1229 (2021) - [j41]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: 761123 (2021) - [j40]Quercus Hernandez, Alberto Badías, David González, Francisco Chinesta, Elías Cueto:
Structure-preserving neural networks. J. Comput. Phys. 426: 109950 (2021) - [j39]David González, Francisco Chinesta, Elías Cueto:
Learning non-Markovian physics from data. J. Comput. Phys. 428: 109982 (2021) - [j38]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): 3943 (2021) - 2020
- [j37]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: 105732 (2020) - [j36]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): 539-554 (2020) - [j35]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): 78 (2020) - [j34]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): 30 (2020) - [j33]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): 5686 (2020) - 2019
- [j32]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): 1:1-1:25 (2019) - [j31]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): 11:1-11:22 (2019) - [j30]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): 13 (2019) - [j29]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): 480-489 (2019) - [j28]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: 95-106 (2019) - [j27]Francisco Javier Montáns, Francisco Chinesta, Rafael Gómez-Bombarelli, J. Nathan Kutz:
Complex Algorithms for Data-Driven Model Learning in Science and Engineering. Complex. 2019: 5040637:1-5040637:3 (2019) - [j26]Chady Ghnatios, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto:
Data-Driven GENERIC Modeling of Poroviscoelastic Materials. Entropy 21(12): 1165 (2019) - [j25]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): 22-47 (2019) - [j24]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: 347-363 (2019) - 2018
- [j23]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: 5608286:1-5608286:11 (2018) - [j22]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: 1093-1107 (2018) - 2017
- [j21]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): 1:1-1:26 (2017) - [j20]Amine Ammar, Francisco Chinesta, Rodolphe Heyd:
Thermal Conductivity of Suspension of Aggregating Nanometric Rods. Entropy 19(1): 19 (2017) - 2016
- [j19]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): 4:1-4:18 (2016) - [j18]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): 31:1-31:18 (2016) - [j17]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): 1465-1479 (2016) - 2015
- [j16]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): 23:1-23:24 (2015) - [j15]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): 30:1-30:16 (2015) - [j14]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): 31:1-31:16 (2015) - [j13]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): 1896-1915 (2015) - 2014
- [j12]Brice Bognet, Adrien Leygue, Francisco Chinesta:
Separated representations of 3D elastic solutions in shell geometries. Adv. Model. Simul. Eng. Sci. 1(1): 4:1-4:34 (2014) - [j11]Elías Cueto, Francisco Chinesta:
Real time simulation for computational surgery: a review. Adv. Model. Simul. Eng. Sci. 1(1): 11:1-11:18 (2014) - 2013
- [j10]Emmanuelle Abisset-Chavanne, Rabih Mezher, Steven Le Corre, Amine Ammar, Francisco Chinesta:
Kinetic Theory Microstructure Modeling in Concentrated Suspensions. Entropy 15(7): 2805-2832 (2013) - 2012
- [j9]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): 1-12 (2012) - [j8]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): 1677-1695 (2012) - 2010
- [j7]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): 336-348 (2010) - [j6]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): 1936-1961 (2010) - [j5]E. Pruliere, Francisco Chinesta, Amine Ammar:
On the deterministic solution of multidimensional parametric models using the Proper Generalized Decomposition. Math. Comput. Simul. 81(4): 791-810 (2010) - 2008
- [j4]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): 223-231 (2008) - 2007
- [j3]David González, Elías Cueto, Francisco Chinesta, Manuel Doblaré:
A natural element updated Lagrangian strategy for free-surface fluid dynamics. J. Comput. Phys. 223(1): 127-150 (2007) - 2001
- [j2]Carlos Monserrat, Ullrich Meier, Mariano Alcañiz Raya, Francisco Chinesta, M.-Carmen Juan:
A new approach for the real-time simulation of tissue deformations in surgery simulation. Comput. Methods Programs Biomed. 64(2): 77-85 (2001) - 1998
- [j1]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): 61-77 (1998)
Conference and Workshop Papers
- 2024
- [c17]Richard Hua, Daniele Di Lorenzo, Francisco Chinesta, Philippe Codognet:
Quantum Annealing Solutions for Drone Route Planning Problems. QCE 2024: 600-610 - 2023
- [c16]Clement Mailhe, Amine Ammar, Francisco Chinesta:
On the use of synthetic images in deep learning for defect recognition in industrial infrastructures. ICMVA 2023 - 2020
- [c15]Apurba Das, M. Nabi, Francisco Chinesta:
Modeling soft robotic actuators using data-driven model reduction. MED 2020: 490-495 - [c14]Francisco Chinesta, Elías Cueto, Miroslav Grmela, Beatriz Moya, Michal Pavelka, Martin Sípka:
Learning Physics from Data: A Thermodynamic Interpretation. SPIGL 2020: 276-297 - 2019
- [c13]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: 31-39 - 2018
- [c12]Alberto Badías, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto:
Improving the realism of mixed reality through physical simulation. SIGGRAPH Posters 2018: 22:1-22:2 - 2017
- [c11]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: 124-139 - 2016
- [c10]Chady Ghnatios, Christian Mathis, Francisco Chinesta:
Poroelastic properties identification through micro indentation modeled by using the proper generalized decomposition. ACTEA 2016: 141-145 - 2015
- [c9]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: 400-402 - 2014
- [c8]Simon Carolan, Francisco Chinesta, Christine Evain, Morgan Magnin, Guillaume Moreau:
Extracting Domain Ontologies from Reference Books. ICALT 2014: 544-545 - [c7]Carlos Quesada, Icíar Alfaro, David González, Elías Cueto, Francisco Chinesta:
PGD-Based Model Reduction for Surgery Simulation: Solid Dynamics and Contact Detection. ISBMS 2014: 193-202 - 2013
- [c6]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: 50-63 - [c5]Simon Carolan, Francisco Chinesta, Christine Evain, Morgan Magnin, Guillaume Moreau:
Towards Augmented Learning in Science and Engineering in Higher Education. ICALT 2013: 512-513 - 2012
- [c4]Florent Laroche, Felipe Bordeu, Alain Bernard, Francisco Chinesta:
Towards the factory of future an integrated approach of material-processes-information-human being. VRIC 2012: 13 - 2008
- [c3]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: 11-18 - 1999
- [c2]Enrique Arias, Vicente Hernández, José E. Román, Antonio M. Vidal, R. Torres, I. Monton, Francisco Chinesta, A. Poitou, F. Meslin:
HIPERPLAST: An HPCN simulator for reinforced thermoplastics injection processes. PARCO 1999: 63-70 - 1996
- [c1]Mariano Alcañiz Raya, Francisco Chinesta, Carlos Monserrat, Vicente Grau, Antonio Ramón:
An Advanced System for the Simulation and Planning of Orthodontic Treatments. VBC 1996: 511-520
Informal and Other Publications
- 2024
- [i26]Carlos Bermejo-Barbanoj, Beatriz Moya, Alberto Badías, Francisco Chinesta, Elías Cueto:
Thermodynamics-informed super-resolution of scarce temporal dynamics data. CoRR abs/2402.17506 (2024) - [i25]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 abs/2403.09312 (2024) - [i24]Pau Urdeitx, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto:
A comparison of Single- and Double-generator formalisms for Thermodynamics-Informed Neural Networks. CoRR abs/2404.01060 (2024) - [i23]Alicia Tierz, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto:
Graph neural networks informed locally by thermodynamics. CoRR abs/2405.13093 (2024) - [i22]Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta:
Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds. CoRR abs/2405.13980 (2024) - [i21]Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta:
A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on Partition of Unity method. CoRR abs/2408.05143 (2024) - [i20]Sebastian Rodriguez, Marc Rébillat, Shweta Paunikar, Pierre Margerit, Eric Monteiro, Francisco Chinesta, Nazih Mechbal:
Single Atom Convolutional Matching Pursuit: Theoretical Framework and Application to Lamb Waves based Structural Health Monitoring. CoRR abs/2408.08929 (2024) - [i19]Hooman Danesh, Daniele Di Lorenzo, Francisco Chinesta, Stefanie Reese, Tim Brepols:
FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design. CoRR abs/2408.13532 (2024) - [i18]Alicia Tierz, Mikel M. Iparraguirre, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto:
On the feasibility of foundational models for the simulation of physical phenomena. CoRR abs/2410.14645 (2024) - [i17]Huangbin Liang, Beatriz Moya, Francisco Chinesta, Eleni N. Chatzi:
Resilience-based post disaster recovery optimization for infrastructure system via Deep Reinforcement Learning. CoRR abs/2410.18577 (2024) - [i16]Guillaume de Romémont, Florent Renac, Jorge Núñez, Francisco Chinesta:
A data-driven learned discretization approach in finite volume schemes for hyperbolic conservation laws and varying boundary conditions. CoRR abs/2412.07541 (2024) - 2023
- [i15]Angelo Pasquale, Sebastian Rodriguez, Khanh Nguyen, Amine Ammar, Francisco Chinesta:
A time multiscale decomposition in cyclic elasto-plasticity. CoRR abs/2304.11026 (2023) - [i14]Sebastian Rodriguez, Angelo Pasquale, Khanh Nguyen, Amine Ammar, Francisco Chinesta:
A time multiscale based data-driven approach in cyclic elasto-plasticity. CoRR abs/2308.12928 (2023) - [i13]Ismael Ben-Yelun, Luis Irastorza-Valera, Luis Saucedo-Mora, Francisco Javier Montáns, Francisco Chinesta:
On the data-driven description of lattice materials mechanics. CoRR abs/2310.20056 (2023) - 2022
- [i12]Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto:
Thermodynamics-informed graph neural networks. CoRR abs/2203.01874 (2022) - [i11]Beatriz Moya, Alberto Badías, David González, Francisco Chinesta, Elías Cueto:
Physics-informed Reinforcement Learning for Perception and Reasoning about Fluids. CoRR abs/2203.05775 (2022) - [i10]Elías Cueto, Francisco Chinesta:
Thermodynamics of learning physical phenomena. CoRR abs/2207.12749 (2022) - [i9]Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto:
Thermodynamics-informed neural networks for physically realistic mixed reality. CoRR abs/2210.13414 (2022) - [i8]Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto:
Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems. CoRR abs/2211.01873 (2022) - 2021
- [i7]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 abs/2103.05358 (2021) - [i6]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 abs/2106.03464 (2021) - [i5]Beatriz Moya, Alberto Badías, David González, Francisco Chinesta, Elías Cueto:
Physics perception in sloshing scenes with guaranteed thermodynamic consistency. CoRR abs/2106.13301 (2021) - [i4]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 abs/2108.08570 (2021) - 2020
- [i3]Quercus Hernandez, Alberto Badías, David González, Francisco Chinesta, Elías Cueto:
Structure-preserving neural networks. CoRR abs/2004.04653 (2020) - [i2]Quercus Hernandez, Alberto Badías, David González, Francisco Chinesta, Elías Cueto:
Deep learning of thermodynamics-aware reduced-order models from data. CoRR abs/2007.03758 (2020) - [i1]Alberto Badías, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto:
MORPH-DSLAM: Model Order Reduction for PHysics-based Deformable SLAM. CoRR abs/2009.00576 (2020)
Coauthor Index
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last updated on 2025-03-04 22:14 CET by the dblp team
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