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F. Chinesta · SciRah

Researcher profile · Semantic Scholar

F. Chinesta

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F. Chinesta — researcher profile on SciRah

h-index: 55
Works: 754
Citations: 13K

Most-cited papers

Structure-preserving neural networks
Quercus Hernández, Alberto Badías, D. González, F. Chinesta +1 more
2020Journal of Computational Physics129 citations Open access
Semantic Scholar
Advances in hybrid fibers reinforced polymer-based composites prepared by FDM: A review on mechanical properties and prospects
Shixian Li, P. Cheng, S. Ahzi, Yong Peng +3 more
2023Composites Communications106 citations Open access
Semantic Scholar
From ROM of Electrochemistry to AI-Based Battery Digital and Hybrid Twin
Abel Sancarlos, M. Cameron, A. Abel, E. Cueto +2 more
2020Archives of Computational Methods in Engineering75 citations Open access
Semantic Scholar
Thermodynamics-Informed Graph Neural Networks
Quercus Hern'andez, Alberto Badías, F. Chinesta, E. Cueto
2022IEEE Transactions on Artificial Intelligence69 citations Open access
Semantic Scholar
Tailoring interfacial properties of 3D-printed continuous natural fiber reinforced polypropylene composites through parameter optimization using machine learning methods
R. Cai, W. Wen, Kui Wang, Yong Peng +2 more
2022Materials Today Communications46 citations Open access
Semantic Scholar
Thermodynamics of Learning Physical Phenomena
E. Cueto, F. Chinesta
2022Archives of Computational Methods in Engineering35 citations Open access
Semantic Scholar
Contributions of interfaces on the mechanical behavior of 3D printed continuous fiber reinforced composites
Shixian Li, Kui Wang, Wan-Ying Zhu, Yong Peng +2 more
2022Construction and Building Materials35 citations Open access
Semantic Scholar
Engineering empowered by physics-based and data-driven hybrid models: A methodological overview
V. Champaney, F. Chinesta, E. Cueto
2022International Journal of Material Forming33 citations Open access
Semantic Scholar
Empowering engineering with data, machine learning and artificial intelligence: a short introductive review
F. Chinesta, E. Cueto
2022Advanced Modeling and Simulation in Engineering Sciences33 citations Open access
Semantic Scholar
Investigation on the mechanical properties of 3D printed hybrid continuous fiber-filled composite considering influence of interfaces
Shixian Li, Kui Wang, Wan-Ying Zhu, Yong Peng +2 more
2022The International Journal of Advanced Manufacturing Technology30 citations Open access
Semantic Scholar
On the ”A Priori” Model Reduction: Overview and Recent Developments
D. Ryckelynck, F. Chinesta, E. Cueto, A. Ammar
202030 citations
Semantic Scholar
Multiparametric modelling of composite materials based on non-intrusive PGD informed by multiscale analyses: Application for real-time stiffness prediction of woven composites
M. El Fallaki Idrissi, F. Praud, V. Champaney, F. Chinesta +1 more
2022Composite structures29 citations Open access
Semantic Scholar
Learning non-Markovian physics from data
D. González, F. Chinesta, E. Cueto
2020Journal of Computational Physics28 citations Open access
Semantic Scholar
Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems
Quercus Hern'andez, Alberto Badías, F. Chinesta, E. Cueto
2022Computational Mechanics27 citations Open access
Semantic Scholar
Thermodynamics-informed neural networks for physically realistic mixed reality
Quercus Hern'andez, A. Badías, F. Chinesta, E. Cueto
2022Computer Methods in Applied Mechanics and Engineering27 citations Open access
Semantic Scholar
A thermodynamics-informed active learning approach to perception and reasoning about fluids
B. Moya, Alberto Badías, D. González, F. Chinesta +1 more
2022Computational Mechanics26 citations Open access
Semantic Scholar
PGD-based advanced nonlinear multiparametric regressions for constructing metamodels at the scarce-data limit
Abel Sancarlos, V. Champaney, J. Duval, E. Cueto +1 more
2021arXiv.org26 citations
Semantic Scholar
A Data-Driven Learning Method for Constitutive Modeling: Application to Vascular Hyperelastic Soft Tissues
D. González, A. García-González, F. Chinesta, E. Cueto
2020Materials25 citations Open access
Semantic Scholar
Surrogate parametric metamodel based on Optimal Transport
S. Torregrosa, V. Champaney, A. Ammar, Vincent Herbert +1 more
2021Mathematics and Computers in Simulation24 citations Open access
Semantic Scholar
Learning stable reduced-order models for hybrid twins
Abel Sancarlos, M. Cameron, Jean-Marc Le Peuvedic, J. Groulier +3 more
2021Data-Centric Engineering21 citations Open access
Semantic Scholar
Hybrid twin of RTM process at the scarce data limit
Sebastian Rodriguez, E. Monteiro, N. Mechbal, M. Rébillat +1 more
2023International Journal of Material Forming20 citations Open access
Semantic Scholar
Model reduction based on sparse identification techniques for induction machines: Towards the real time and accuracy-guaranteed simulation of faulty induction machines
A. Sapena-Bano, F. Chinesta, R. Puche-Panadero, J. Martínez-Román +1 more
202119 citations Open access
Semantic Scholar
On the Data-Driven Modeling of Reactive Extrusion
R. Ibáñez, Fanny Castéran, Clara Argerich, C. Ghnatios +4 more
2020Fluids19 citations Open access
Semantic Scholar
Data-Driven Modelling of Polyethylene Recycling under High-Temperature Extrusion
Fanny Castéran, Karim Delage, Nicolas Hascoët, A. Ammar +2 more
2022Polymers18 citations Open access
Semantic Scholar
Data-Driven Modeling for Multiphysics Parametrized Problems-Application to Induction Hardening Process
Khouloud Derouiche, Sevan Garois, V. Champaney, M. Daoud +2 more
2021Metals18 citations Open access
Semantic Scholar
Application of Machine Learning Tools for the Improvement of Reactive Extrusion Simulation
Fanny Castéran, R. Ibáñez, Clara Argerich, Karim Delage +2 more
2020Macromolecular materials and engineering (Print)18 citations Open access
Semantic Scholar
Proper Generalized Decomposition with time adaptive space separation for transient wave propagation problems in separable domains
Dimitri Goutaudier, L. Berthe, F. Chinesta
2021Computer Methods in Applied Mechanics and Engineering17 citations Open access
Semantic Scholar
Physics Perception in Sloshing Scenes With Guaranteed Thermodynamic Consistency
B. Moya, Alberto Badías, D. González, F. Chinesta +1 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence17 citations Open access
Semantic Scholar
Enhanced parametric shape descriptions in PGD-based space separated representations
M. Kazemzadeh-Parsi, A. Ammar, J. Duval, F. Chinesta
2021Advanced Modeling and Simulation in Engineering Sciences15 citations Open access
Semantic Scholar
Learning data-driven reduced elastic and inelastic models of spot-welded patches
Agathe Reille, V. Champaney, F. Daim, Y. Tourbier +5 more
2021Mechanics & Industry15 citations Open access
Semantic Scholar
Special issue of computational mechanics on machine learning theories, modeling, and applications to computational materials science, additive manufacturing, mechanics of materials, design and optimization
W. Liu, M. Bessa, F. Chinesta, Shao-Fan Li +1 more
2023Computational Mechanics14 citations Open access
Semantic Scholar
A separated representation involving multiple time scales within the Proper Generalized Decomposition framework
A. Pasquale, A. Ammar, A. Falcó, S. Perotto +3 more
2021Advanced Modeling and Simulation in Engineering Sciences13 citations Open access
Semantic Scholar
Seismic vulnerability assessment of buried pipelines: A 3D parametric study
Claudia Germoso, O. González, F. Chinesta
2021Soil Dynamics and Earthquake Engineering13 citations Open access
Semantic Scholar
Reduced order modeling of selective laser melting: from calibration to parametric part distortion
C. Ghnatios, Khalil El Rai, Nicolas Hascoet, Pierre-Adrien Pires +4 more
2021International Journal of Material Forming13 citations Open access
Semantic Scholar
Regularized regressions for parametric models based on separated representations
Abel Sancarlos, V. Champaney, E. Cueto, F. Chinesta
2023Advanced Modeling and Simulation in Engineering Sciences12 citations Open access
Semantic Scholar
Shrinkage porosity prediction empowered by physics-based and data-driven hybrid models
Madyen Nouri, J. Artozoul, Aude Caillaud, A. Ammar +2 more
2022International Journal of Material Forming12 citations Open access
Semantic Scholar
Data Completion, Model Correction and Enrichment Based on Sparse Identification and Data Assimilation
D. Di Lorenzo, V. Champaney, Claudia Germoso, E. Cueto +1 more
2022Applied Sciences12 citations Open access
Semantic Scholar
Proper Generalized Decomposition for Parametric Study and Material Distribution Design of Multi-Directional Functionally Graded Plates Based on 3D Elasticity Solution
M. Kazemzadeh-Parsi, F. Chinesta, A. Ammar
2021Materials12 citations Open access
Semantic Scholar
Empowering Design Based on Hybrid TwinTM: Application to Acoustic Resonators
Clara Argerich Martín, Arnulfo Carazo Méndez, Olivier Sainges, Emilie Petiot +4 more
2020Designs12 citations Open access
Semantic Scholar
Tape surfaces characterization with persistence images
Tarek Frahi, Clara Argerich, Minyoung Yun, A. Falcó +2 more
2020AIMS Materials Science12 citations Open access
Semantic Scholar
Simultaneous roots for vectorial problems
F. Chinesta, A. Cordero, N. Garrido, J. Torregrosa +1 more
2023Computational and Applied Mathematics11 citations Open access
Semantic Scholar
Empowering Advanced Driver-Assistance Systems from Topological Data Analysis
Tarek Frahi, F. Chinesta, Antonio Falcó, Alberto Badías +4 more
2021Mathematics11 citations Open access
Semantic Scholar
Artificial intelligence modeling of induction contour hardening of 300M steel bar and C45 steel spur-gear
Sevan Garois, M. Daoud, Khalil Traidi, F. Chinesta
2023International Journal of Material Forming10 citations Open access
Semantic Scholar
A parametric metamodel of the vehicle frontal structure accounting for material properties and strain-rate effect: application to full frontal rigid barrier crash test
A. Pasquale, V. Champaney, Youngtae Kim, Nicolas Hascoët +2 more
2022Heliyon10 citations Open access
Semantic Scholar
Fast Computation of Multi-Parametric Electromagnetic Fields in Synchronous Machines by Using PGD-Based Fully Separated Representations
Abel Sancarlos, C. Ghnatios, J. Duval, N. Zerbib +2 more
2021Energies10 citations Open access
Semantic Scholar
Domain decomposition involving subdomain separable space representations for solving parametric problems in complex geometries
M. Kazemzadeh-Parsi, A. Ammar, F. Chinesta
2022Advanced Modeling and Simulation in Engineering Sciences9 citations Open access
Semantic Scholar
Hybrid twins based on optimal transport
S. Torregrosa, V. Champaney, A. Ammar, Vincent Herbert +1 more
2022Computers and Mathematics with Applications9 citations Open access
Semantic Scholar
A novel sparse reduced order formulation for modeling electromagnetic forces in electric motors
Abel Sancarlos, E. Cueto, F. Chinesta, J. Duval
2021SN Applied Sciences9 citations Open access
Semantic Scholar
Data-Driven Inverse Problem for Optimizing the Induction Hardening Process of C45 Spur-Gear
Sevan Garois, M. Daoud, F. Chinesta
2023Metals8 citations Open access
Semantic Scholar
Optimal velocity planning based on the solution of the Euler-Lagrange equations with a neural network based velocity regression
C. Ghnatios, D. Di Lorenzo, V. Champaney, E. Cueto +1 more
2023Discrete and Continuous Dynamical Systems. Series A7 citations Open access
Semantic Scholar

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