Francisco Chinesta

138 papers B 4Misc 1Journal 121Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A multi-model probabilistic framework for seismic risk assessment and retrofit planning of electric power networks. Reliab. Eng. Syst. Saf. Huangbin Liang, Beatriz Moya, Francisco Chinesta, Eleni N. Chatzi
2026	J	`jnl`	ADIOSS Automatic Diagnostic Of System Simulations. CoRR Di Jiang, Sebastian Rodriguez, Herve Colin, Yves Tourbier, Francisco Chinesta
2026	J	`jnl`	Data-driven discovery of roughness descriptors for surface characterization and intimate contact modeling of unidirectional composite tapes. CoRR Sebastian Rodriguez, Mikhael Tannous, Jad Mounayer, Camilo Cruz, Anais Barasinski, Francisco Chinesta
2026	J	`jnl`	Quantifying the value of seismic structural health monitoring for post-earthquake recovery of electric power system in terms of resilience enhancement. Reliab. Eng. Syst. Saf. Huangbin Liang, Beatriz Moya, Francisco Chinesta, Eleni N. Chatzi
2026	J	`jnl`	Rank Reduction AutoEncoders for Mechanical Design: Advancing Novel and Efficient Data-Driven Topology Optimization. CoRR Ismael Ben-Yelun, Mohammed El Fallaki Idrissi, Jad Mounayer, Sebastian Rodriguez, Francisco Chinesta
2026	J	`jnl`	Resilience-based post disaster recovery optimization for infrastructure system via deep reinforcement learning. Reliab. Eng. Syst. Saf. Huangbin Liang, Beatriz Moya, Francisco Chinesta, Eleni N. Chatzi
2026	J	`jnl`	Stress-constrained Topology Optimization for Metamaterial Microstructure Design. CoRR Yanda Chen, Sebastian Rodriguez, Beatriz Moya, Francisco Chinesta
2026	J	`jnl`	The M-Tensor Format: Optimality in High Dimensional Regression for Nonlinear Models with Scarce Data. CoRR Rémi Cloarec, Sebastian Rodriguez, Xavier Kestelyn, Francisco Chinesta
2025	J	`jnl`	A Multi-Model Probabilistic Framework for Seismic Risk Assessment and Retrofit Planning of Electric Power Networks. CoRR Huangbin Liang, Beatriz Moya, Francisco Chinesta, Eleni N. Chatzi
2025	J	`jnl`	A neural network architecture for physically-consistent haptic rendering. Virtual Real. Quercus Hernández, Pedro Martins, Lucas Tesán, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2025	J	`jnl`	A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on partition of Unity method. Adv. Model. Simul. Eng. Sci. Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta
2025	J	`jnl`	Application of Reduced-Order Models for Temporal Multiscale Representations in the Prediction of Dynamical Systems. CoRR Elias Al Ghazal, Jad Mounayer, Beatriz Moya, Sebastian Rodriguez, Chady Ghnatios, Francisco Chinesta
2025	J	`jnl`	Bridging Data and Physics: A Graph Neural Network-Based Hybrid Twin Framework. CoRR M. Gorpinich, Beatriz Moya, Sebastian Rodriguez, F. Meraghni, Y. Jaafra, A. Briot, M. Henner, R. Leon, Francisco Chinesta
2025	J	`jnl`	Can Transformers overcome the lack of data in the simulation of history-dependent flows? CoRR Pau Urdeitx, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2025	J	`jnl`	Data-Driven Adaptive Gradient Recovery for Unstructured Finite Volume Computations. CoRR Guillaume de Romémont, Florent Renac, Francisco Chinesta, Jorge Núñez, D. Gueyffier
2025	J	`jnl`	Generative Parametric Design (GPD): A framework for real-time geometry generation and on-the-fly multiparametric approximation. CoRR Mohammed El Fallaki Idrissi, Jad Mounayer, Sebastian Rodriguez, Fodil Meraghni, Francisco Chinesta
2025	J	`jnl`	Graph neural network structural limitation for thermal simulation and architecture optimization through rating system. Adv. Model. Simul. Eng. Sci. Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta
2025	J	`jnl`	Graph neural networks informed locally by thermodynamics. Eng. Appl. Artif. Intell. Alicia Tierz, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2025	J	`jnl`	Machine Learning (ML) based Reduced Order Modeling (ROM) for linear and non-linear solid and structural mechanics. CoRR Mikhael Tannous, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal, Francisco Chinesta
2025	J	`jnl`	Machine learning (ML) based reduced order modelling (ROM) for linear and non-linear solid and structural mechanics. Adv. Model. Simul. Eng. Sci. Mikhael Tannous, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal, Francisco Chinesta
2025	J	`jnl`	Optimized Active Learning Method for High-Dimensional Industrial Regression Problems. Algorithms Clara Guilhaumon, Nicolas Hascoët, Francisco Chinesta, Marc Lavarde
2025	J	`jnl`	Physics-informed data-driven closure relation for dilute short fiber suspensions. Adv. Model. Simul. Eng. Sci. Bruno Ramoa, Chady Ghnatios, João Miguel Nóbrega, Francisco Chinesta
2025	J	`jnl`	Quantifying the Value of Seismic Structural Health Monitoring for post-earthquake recovery of electric power system in terms of resilience enhancement. CoRR Huangbin Liang, Beatriz Moya, Francisco Chinesta, Eleni N. Chatzi
2025	J	`jnl`	RRAEDy: Adaptive Latent Linearization of Nonlinear Dynamical Systems. CoRR Jad Mounayer, Sebastian Rodriguez, Jerome Tomezyk, Chady Ghnatios, Francisco Chinesta
2025	J	`jnl`	Single atom convolutional matching pursuit: Theoretical framework and application to Lamb waves based structural health monitoring. Signal Process. Sebastian Rodriguez, Marc Rébillat, Shweta Paunikar, Pierre Margerit, Eric Monteiro, Francisco Chinesta, Nazih Mechbal
2025	J	`jnl`	Towards Generative Design Using Optimal Transport for Shape Exploration and Solution Field Interpolation. CoRR Sergio Torregrosa, David Muñoz, Héctor Navarro, Charbel Farhat, Francisco Chinesta
2025	J	`jnl`	Towards improving synthetic-to-real image correlation for instance recognition in structure monitoring. Vis. Comput. Clement Mailhe, Amine Ammar, Francisco Chinesta, Dominique Baillargeat
2025	J	`jnl`	Variational Rank Reduction Autoencoder. CoRR Jad Mounayer, Alicia Tierz, Jerome Tomezyk, Chady Ghnatios, Francisco Chinesta
2025	J	`jnl`	Variational Rank Reduction Autoencoders for Generative Thermal Design. CoRR Alicia Tierz, Jad Mounayer, Beatriz Moya, Francisco Chinesta
2024	J	`jnl`	A comparison of Single- and Double-generator formalisms for Thermodynamics-Informed Neural Networks. CoRR Pau Urdeitx, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2024	J	`jnl`	A data-driven learned discretization approach in finite volume schemes for hyperbolic conservation laws and varying boundary conditions. CoRR Guillaume de Romémont, Florent Renac, Jorge Núñez, Francisco Chinesta
2024	J	`jnl`	A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings. Adv. Model. Simul. Eng. Sci. Chady Ghnatios, Sebastian Rodriguez, Jerome Tomezyk, Yves Dupuis, Joel Mouterde, Joaquim Da Silva, Francisco Chinesta
2024	J	`jnl`	A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on Partition of Unity method. CoRR Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta
2024	J	`jnl`	Assessing Sensor Integrity for Nuclear Waste Monitoring Using Graph Neural Networks. Sensors Pierre Hembert, Chady Ghnatios, Julien Cotton, Francisco Chinesta
2024	J	`jnl`	Correction: Ghnatios et al. A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Computation 2022, 10, 176. Comput. Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta
2024	J	`jnl`	Data Augmentation for Regression Machine Learning Problems in High Dimensions. Comput. Clara Guilhaumon, Nicolas Hascoët, Francisco Chinesta, Marc Lavarde, Fatima Daim
2024	J	`jnl`	FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design. CoRR Hooman Danesh, Daniele Di Lorenzo, Francisco Chinesta, Stefanie Reese, Tim Brepols
2024	J	`jnl`	Graph neural networks informed locally by thermodynamics. CoRR Alicia Tierz, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2024	J	`jnl`	Hybrid Twins Modeling of a High-Level Radioactive Waste Cell Demonstrator for Long-Term Temperature Monitoring and Forecasting. Sensors David Muñoz, Anoop Ebey Thomas, Julien Cotton, Johan Bertrand, Francisco Chinesta
2024	J	`jnl`	Modular parametric PGD enabling online solution of partial differential equations. Comput. Math. Appl. Angelo Pasquale, Mohammad Javad Kazemzadeh-Parsi, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Francisco Chinesta
2024	J	`jnl`	Modular parametric PGD enabling online solution of partial differential equations. CoRR Angelo Pasquale, Mohammad Javad Kazemzadeh-Parsi, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Francisco Chinesta
2024	J	`jnl`	On the feasibility of foundational models for the simulation of physical phenomena. CoRR Alicia Tierz, Mikel M. Iparraguirre, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2024	J	`jnl`	Optimal trajectory planning combining model-based and data-driven hybrid approaches. Adv. Model. Simul. Eng. Sci. Chady Ghnatios, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Elías Cueto, Francisco Chinesta
2024	Misc	`conf`	Quantum Annealing Solutions for Drone Route Planning Problems. QCE Richard Hua, Daniele Di Lorenzo, Francisco Chinesta, Philippe Codognet
2024	J	`jnl`	Rank Reduction Autoencoders - Enhancing interpolation on nonlinear manifolds. CoRR Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta
2024	J	`jnl`	Resilience-based post disaster recovery optimization for infrastructure system via Deep Reinforcement Learning. CoRR Huangbin Liang, Beatriz Moya, Francisco Chinesta, Eleni N. Chatzi
2024	J	`jnl`	Single Atom Convolutional Matching Pursuit: Theoretical Framework and Application to Lamb Waves based Structural Health Monitoring. CoRR Sebastian Rodriguez, Marc Rébillat, Shweta Paunikar, Pierre Margerit, Eric Monteiro, Francisco Chinesta, Nazih Mechbal
2024	J	`jnl`	Thermodynamics-Informed Graph Neural Networks. IEEE Trans. Artif. Intell. Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto
2024	J	`jnl`	Thermodynamics-informed super-resolution of scarce temporal dynamics data. CoRR Carlos Bermejo-Barbanoj, Beatriz Moya, Alberto Badías, Francisco Chinesta, Elías Cueto
2023	J	`jnl`	A time multiscale based data-driven approach in cyclic elasto-plasticity. CoRR Sebastian Rodriguez, Angelo Pasquale, Khanh Nguyen, Amine Ammar, Francisco Chinesta
2023	J	`jnl`	A time multiscale decomposition in cyclic elasto-plasticity. Comput. Math. Appl. Angelo Pasquale, Sebastian Rodriguez, Khanh Nguyen, Amine Ammar, Francisco Chinesta
2023	J	`jnl`	A time multiscale decomposition in cyclic elasto-plasticity. CoRR Angelo Pasquale, Sebastian Rodriguez, Khanh Nguyen, Amine Ammar, Francisco Chinesta
2023	J	`jnl`	On the data-driven description of lattice materials mechanics. CoRR Ismael Ben-Yelun, Luis Irastorza-Valera, Luis Saucedo-Mora, Francisco Javier Montáns, Francisco Chinesta
2023	—	`conf`	On the use of synthetic images in deep learning for defect recognition in industrial infrastructures. ICMVA Clement Mailhe, Amine Ammar, Francisco Chinesta
2023	J	`jnl`	Parametric Damage Mechanics Empowering Structural Health Monitoring of 3D Woven Composites. Sensors Maurine Jacot, Victor Champaney, Francisco Chinesta, Julien Cortial
2023	J	`jnl`	Physics Perception in Sloshing Scenes With Guaranteed Thermodynamic Consistency. IEEE Trans. Pattern Anal. Mach. Intell. Beatriz Moya, Alberto Badías, David González, Francisco Chinesta, Elías Cueto
2023	J	`jnl`	Regularized regressions for parametric models based on separated representations. Adv. Model. Simul. Eng. Sci. Abel Sancarlos, Victor Champaney, Elías Cueto, Francisco Chinesta
2023	J	`jnl`	Simultaneous roots for vectorial problems. Comput. Appl. Math. Francisco Chinesta, Alicia Cordero, Neus Garrido, Juan R. Torregrosa, Paula Triguero-Navarro
2022	J	`jnl`	A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Comput. Chady Ghnatios, Victor Champaney, Angelo Pasquale, Francisco Chinesta
2022	J	`jnl`	Domain decomposition involving subdomain separable space representations for solving parametric problems in complex geometries. Adv. Model. Simul. Eng. Sci. Mohammad Javad Kazemzadeh-Parsi, Amine Ammar, Francisco Chinesta
2022	J	`jnl`	Empowering engineering with data, machine learning and artificial intelligence: a short introductive review. Adv. Model. Simul. Eng. Sci. Francisco Chinesta, Elías Cueto
2022	J	`jnl`	Functional Parametric Elasto-Dynamics for Efficient Multicomponent Design. Comput. Jiajun Wu, Chady Ghnatios, Philippe Mordillat, Yves Tourbier, Francisco Chinesta
2022	J	`jnl`	Hybrid twins based on optimal transport. Comput. Math. Appl. Sergio Torregrosa, Victor Champaney, Amine Ammar, Vincent Herbert, Francisco Chinesta
2022	J	`jnl`	Introduction for the Special Issue: Statistical Fluid Dynamics. Entropy Amine Ammar, Francisco Chinesta, Rudy Valette
2022	J	`jnl`	MORPH-DSLAM: Model Order Reduction for Physics-Based Deformable SLAM. IEEE Trans. Pattern Anal. Mach. Intell. Alberto Badías, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2022	J	`jnl`	On the High-Resolution Discretization of the Maxwell Equations in a Composite Tape and the Heating Effects Induced by the Dielectric Losses. Comput. Chady Ghnatios, Anais Barasinski, Francisco Chinesta
2022	J	`jnl`	Physics-informed Reinforcement Learning for Perception and Reasoning about Fluids. CoRR Beatriz Moya, Alberto Badías, David González, Francisco Chinesta, Elías Cueto
2022	J	`jnl`	Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems. CoRR Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto
2022	J	`jnl`	Surrogate parametric metamodel based on Optimal Transport. Math. Comput. Simul. Sergio Torregrosa, Victor Champaney, Amine Ammar, Vincent Herbert, Francisco Chinesta
2022	J	`jnl`	Thermodynamics of learning physical phenomena. CoRR Elías Cueto, Francisco Chinesta
2022	J	`jnl`	Thermodynamics-informed graph neural networks. CoRR Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto
2022	J	`jnl`	Thermodynamics-informed neural networks for physically realistic mixed reality. CoRR Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto
2021	J	`jnl`	A separated representation involving multiple time scales within the Proper Generalized Decomposition framework. Adv. Model. Simul. Eng. Sci. Angelo Pasquale, Amine Ammar, Antonio Falcó, Simona Perotto, Elías Cueto, Jean-Louis Duval, Francisco Chinesta
2021	J	`jnl`	Enhanced parametric shape descriptions in PGD-based space separated representations. Adv. Model. Simul. Eng. Sci. Mohammad Javad Kazemzadeh-Parsi, Amine Ammar, Jean-Louis Duval, Francisco Chinesta
2021	J	`jnl`	Learning non-Markovian physics from data. J. Comput. Phys. David González, Francisco Chinesta, Elías Cueto
2021	J	`jnl`	Learning stable reduced-order models for hybrid twins. CoRR Abel Sancarlos, Morgan Cameron, Jean-Marc Le Peuvedic, Juliette Groulier, Jean-Louis Duval, Elías Cueto, Francisco Chinesta
2021	J	`jnl`	Monitoring Weeder Robots and Anticipating Their Functioning by Using Advanced Topological Data Analysis. Frontiers Artif. Intell. Tarek Frahi, Abel Sancarlos, Mathieu Galle, Xavier Beaulieu, Anne Chambard, Antonio Falcó, Elías Cueto, Francisco Chinesta
2021	J	`jnl`	Monitoring weeder robots and anticipating their functioning by using advanced topological data analysis. CoRR Tarek Frahi, Abel Sancarlos, Matthieu Galle, Xavier Beaulieu, Anne Chambard, Antonio Falcó, Elías Cueto, Francisco Chinesta
2021	J	`jnl`	PGD-based advanced nonlinear multiparametric regressions for constructing metamodels at the scarce-data limit. CoRR Abel Sancarlos, Victor Champaney, Jean-Louis Duval, Elías Cueto, Francisco Chinesta
2021	J	`jnl`	Physics perception in sloshing scenes with guaranteed thermodynamic consistency. CoRR Beatriz Moya, Alberto Badías, David González, Francisco Chinesta, Elías Cueto
2021	J	`jnl`	Real-Time Path Planning Based on Harmonic Functions under a Proper Generalized Decomposition-Based Framework. Sensors Nicolás Montés, Francisco Chinesta, Marta C. Mora, Antonio Falcó, Lucia Hilario, Nuria Rosillo, Enrique Nadal
2021	J	`jnl`	Structure-preserving neural networks. J. Comput. Phys. Quercus Hernandez, Alberto Badías, David González, Francisco Chinesta, Elías Cueto
2021	J	`jnl`	Study of Concentrated Short Fiber Suspensions in Flows, Using Topological Data Analysis. Entropy Rabih Mezher, Jack Arayro, Nicolas Hascoët, Francisco Chinesta
2020	J	`jnl`	Deep learning of thermodynamics-aware reduced-order models from data. CoRR Quercus Hernandez, Alberto Badías, David González, Francisco Chinesta, Elías Cueto
2020	J	`jnl`	Intelligent assistant system as a context-aware decision-making support for the workers of the future. Comput. Ind. Eng. Farouk Belkadi, Mohamed Anis Dhuieb, José Vicente Aguado, Florent Laroche, Alain Bernard, Francisco Chinesta
2020	—	`conf`	Learning Physics from Data: A Thermodynamic Interpretation. SPIGL Francisco Chinesta, Elías Cueto, Miroslav Grmela, Beatriz Moya, Michal Pavelka, Martin Sípka
2020	J	`jnl`	Learning the Macroscopic Flow Model of Short Fiber Suspensions from Fine-Scale Simulated Data. Entropy Minyoung Yun, Clara Argerich Martin, Pierre Giormini, Francisco Chinesta, Suresh Advani
2020	J	`jnl`	MORPH-DSLAM: Model Order Reduction for PHysics-based Deformable SLAM. CoRR Alberto Badías, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2020	—	`conf`	Modeling soft robotic actuators using data-driven model reduction. MED Apurba Das, M. Nabi, Francisco Chinesta
2020	J	`jnl`	Modelling the effect of particle inertia on the orientation kinematics of fibres and spheroids immersed in a simple shear flow. Comput. Math. Appl. Adrien Scheuer, Guillaume Grégoire, Emmanuelle Abisset-Chavanne, Francisco Chinesta, Roland Keunings
2020	J	`jnl`	Non-Intrusive In-Plane-Out-of-Plane Separated Representation in 3D Parametric Elastodynamics. Comput. Claudia Germoso, Giacomo Quaranta, Jean-Louis Duval, Francisco Chinesta
2020	J	`jnl`	Parametric Electromagnetic Analysis of Radar-Based Advanced Driver Assistant Systems. Sensors Simona Vermiglio, Victor Champaney, Abel Sancarlos, Fatima Daim, Jean Claude Kedzia, Jean-Louis Duval, Pedro Díez, Francisco Chinesta
2020	J	`jnl`	Structure-preserving neural networks. CoRR Quercus Hernandez, Alberto Badías, David González, Francisco Chinesta, Elías Cueto
2019	—	`conf`	A PGD-based Method for Robot Global Path Planning: A Primer. ICINCO (1) Nicolás Montés, Francisco Chinesta, Antonio Falcó, Marta C. Mora, Lucia Hilario, Jean-Louis Duval
2019	J	`jnl`	A minimally-intrusive fully 3D separated plate formulation in computational structural mechanics. Adv. Model. Simul. Eng. Sci. Giacomo Quaranta, Mustapha Ziane, Eberhard Haug, Jean-Louis Duval, Francisco Chinesta
2019	J	`jnl`	A model order reduction approach to create patient-specific mechanical models of human liver in computational medicine applications. Comput. Methods Programs Biomed. Nathan Lauzeral, Domenico Borzacchiello, Michael Kugler, Daniel George, Yves Rémond, Alexandre Hostettler, Francisco Chinesta
2019	J	`jnl`	Complex Algorithms for Data-Driven Model Learning in Science and Engineering. Complex. Francisco Javier Montáns, Francisco Chinesta, Rafael Gómez-Bombarelli, J. Nathan Kutz
2019	J	`jnl`	Data-Driven GENERIC Modeling of Poroviscoelastic Materials. Entropy Chady Ghnatios, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2019	J	`jnl`	Non-intrusive proper generalized decomposition involving space and parameters: application to the mechanical modeling of 3D woven fabrics. Adv. Model. Simul. Eng. Sci. Angel León, Sebastien Mueller, Patrick de Luca, Rajab Said, Jean-Louis Duval, Francisco Chinesta
2019	J	`jnl`	On the Proper Generalized Decomposition applied to microwave processes involving multilayered components. Math. Comput. Simul. H. Tertrais, Rubén Ibáñez, Anais Barasinski, Chady Ghnatios, Francisco Chinesta
2019	J	`jnl`	On the coupling of local 3D solutions and global 2D shell theory in structural mechanics. Adv. Model. Simul. Eng. Sci. Giacomo Quaranta, Mustapha Ziane, Fatima Daim, Emmanuelle Abisset-Chavanne, Jean-Louis Duval, Francisco Chinesta
2019	J	`jnl`	Shape parametrization of bio-mechanical finite element models based on medical images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Nathan Lauzeral, Domenico Borzacchiello, Michael Kugler, Daniel George, Yves Rémond, Alexandre Hostettler, Francisco Chinesta
2019	J	`jnl`	Tensor Representation of Non-linear Models Using Cross Approximations. J. Sci. Comput. José Vicente Aguado, Domenico Borzacchiello, Kiran S. Kollepara, Francisco Chinesta, Antonio Huerta
2018	J	`jnl`	A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition. Complex. Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean-Louis Duval, Francisco Chinesta
2018	—	`conf`	Improving the realism of mixed reality through physical simulation. SIGGRAPH Posters Alberto Badías, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto
2018	J	`jnl`	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. Antonio Falcó, Nicolás Montés, Francisco Chinesta, Lucia Hilario, Marta C. Mora
2017	J	`jnl`	A Simulation App based on reduced order modeling for manufacturing optimization of composite outlet guide vanes. Adv. Model. Simul. Eng. Sci. José Vicente Aguado, Domenico Borzacchiello, Chady Ghnatios, François Lebel, Ram Upadhyay, Christophe Binetruy, Francisco Chinesta
2017	B	`conf`	Inductive Learning from State Transitions over Continuous Domains. ILP Tony Ribeiro, Sophie Tourret, Maxime Folschette, Morgan Magnin, Domenico Borzacchiello, Francisco Chinesta, Olivier F. Roux, Katsumi Inoue
2017	J	`jnl`	Thermal Conductivity of Suspension of Aggregating Nanometric Rods. Entropy Amine Ammar, Francisco Chinesta, Rodolphe Heyd
2016	J	`jnl`	On the use of model order reduction for simulating automated fibre placement processes. Adv. Model. Simul. Eng. Sci. Nicolas Bur, Pierre Joyot, Chady Ghnatios, Pierre Villon, Elías Cueto, Francisco Chinesta
2016	—	`conf`	Poroelastic properties identification through micro indentation modeled by using the proper generalized decomposition. ACTEA Chady Ghnatios, Christian Mathis, Francisco Chinesta
2016	J	`jnl`	Real-time simulation techniques for augmented learning in science and engineering. Vis. Comput. Carlos Quesada, David González, Icíar Alfaro, Elías Cueto, Antonio Huerta, Francisco Chinesta
2016	J	`jnl`	Reduced order modeling for transient simulation of power systems using trajectory piece-wise linear approximation. Adv. Model. Simul. Eng. Sci. Muhammad Haris Malik, Domenico Borzacchiello, Francisco Chinesta, Pedro Díez
2015	J	`jnl`	An error estimator for real-time simulators based on model order reduction. Adv. Model. Simul. Eng. Sci. Icíar Alfaro, David González, Sergio Zlotnik, Pedro Díez, Elías Cueto, Francisco Chinesta
2015	J	`jnl`	Kinetic Theory Modeling and Efficient Numerical Simulation of Gene Regulatory Networks Based on Qualitative Descriptions. Entropy Francisco Chinesta, Morgan Magnin, Olivier H. Roux, Amine Ammar, Elías Cueto
2015	J	`jnl`	On the multi-scale description of electrical conducting suspensions involving perfectly dispersed rods. Adv. Model. Simul. Eng. Sci. Marta Pérez, Emmanuelle Abisset-Chavanne, Anais Barasinski, Francisco Chinesta, Amine Ammar, Roland Keunings
2015	J	`jnl`	Towards a pancreatic surgery simulator based on model order reduction. Adv. Model. Simul. Eng. Sci. Andrés Mena, David Bel, Icíar Alfaro, David González, Elías Cueto, Francisco Chinesta
2015	B	`conf`	Towards the Effective Use of Available Educational Resources: Designing Adaptive Hypermedia Environments for the Engineering Sciences. ICALT Simon Carolan, Guillaume Moreau, Morgan Magnin, Francisco Chinesta
2014	B	`conf`	Extracting Domain Ontologies from Reference Books. ICALT Simon Carolan, Francisco Chinesta, Christine Evain, Morgan Magnin, Guillaume Moreau
2014	—	`conf`	PGD-Based Model Reduction for Surgery Simulation: Solid Dynamics and Contact Detection. ISBMS Carlos Quesada, Icíar Alfaro, David González, Elías Cueto, Francisco Chinesta
2014	J	`jnl`	Real time simulation for computational surgery: a review. Adv. Model. Simul. Eng. Sci. Elías Cueto, Francisco Chinesta
2014	J	`jnl`	Separated representations of 3D elastic solutions in shell geometries. Adv. Model. Simul. Eng. Sci. Brice Bognet, Adrien Leygue, Francisco Chinesta
2013	J	`jnl`	Kinetic Theory Microstructure Modeling in Concentrated Suspensions. Entropy Emmanuelle Abisset-Chavanne, Rabih Mezher, Steven Le Corre, Amine Ammar, Francisco Chinesta
2013	—	`conf`	Linking Discrete and Stochastic Models: The Chemical Master Equation as a Bridge between Process Hitting and Proper Generalized Decomposition. CMSB Courtney Chancellor, Amine Ammar, Francisco Chinesta, Morgan Magnin, Olivier F. Roux
2013	B	`conf`	Towards Augmented Learning in Science and Engineering in Higher Education. ICALT Simon Carolan, Francisco Chinesta, Christine Evain, Morgan Magnin, Guillaume Moreau
2012	J	`jnl`	Accounting for large deformations in real-time simulations of soft tissues based on reduced-order models. Comput. Methods Programs Biomed. Siamak Niroomandi, Icíar Alfaro, Elías Cueto, Francisco Chinesta
2012	J	`jnl`	Proper Generalized Decomposition based dynamic data driven inverse identification. Math. Comput. Simul. David González, F. Masson, F. Poulhaon, Adrien Leygue, Elías Cueto, Francisco Chinesta
2012	—	`conf`	Towards the factory of future an integrated approach of material-processes-information-human being. VRIC Florent Laroche, Felipe Bordeu, Alain Bernard, Francisco Chinesta
2010	J	`jnl`	A fully deterministic micro-macro simulation of complex flows involving reversible network fluid models. Math. Comput. Simul. B. Mokdad, Amine Ammar, Magdeleine Normandin, Francisco Chinesta, Jean-Robert Clermont
2010	J	`jnl`	Integration of gradient based and response surface methods to develop a cascade optimisation strategy for Y-shaped tube hydroforming process design. Adv. Eng. Softw. Rosa Di Lorenzo, Giuseppe Ingarao, Francisco Chinesta
2010	J	`jnl`	On the deterministic solution of multidimensional parametric models using the Proper Generalized Decomposition. Math. Comput. Simul. E. Pruliere, Francisco Chinesta, Amine Ammar
2008	—	`conf`	On the Application of Model Reduction Techniques to Real-Time Simulation of Non-linear tissues. ISBMS Siamak Niroomandi, Icíar Alfaro, Elías Cueto, Francisco Chinesta
2008	J	`jnl`	Real-time deformable models of non-linear tissues by model reduction techniques. Comput. Methods Programs Biomed. Siamak Niroomandi, Icíar Alfaro, Elías Cueto, Francisco Chinesta
2007	J	`jnl`	A natural element updated Lagrangian strategy for free-surface fluid dynamics. J. Comput. Phys. David González, Elías Cueto, Francisco Chinesta, Manuel Doblaré
2001	J	`jnl`	A new approach for the real-time simulation of tissue deformations in surgery simulation. Comput. Methods Programs Biomed. Carlos Monserrat, Ullrich Meier, Mariano Alcañiz Raya, Francisco Chinesta, M.-Carmen Juan
1999	—	`conf`	HIPERPLAST: An HPCN simulator for reinforced thermoplastics injection processes. PARCO Enrique Arias, Vicente Hernández, José E. Román, Antonio M. Vidal, R. Torres, I. Monton, Francisco Chinesta, A. Poitou, F. Meslin
1998	J	`jnl`	An advanced system for the simulation and planning of orthodontic treatment. Medical Image Anal. Mariano Alcañiz Raya, Carlos Monserrat, Vicente Grau, Francisco Chinesta, Antonio Ramón, Salvador Albalat
1996	—	`conf`	An Advanced System for the Simulation and Planning of Orthodontic Treatments. VBC Mariano Alcañiz Raya, Francisco Chinesta, Carlos Monserrat, Vicente Grau, Antonio Ramón