Francisco Chinesta
Orcid: 0000-0002-6272-3429
According to our database1,
Francisco Chinesta
authored at least 95 papers
between 1996 and 2024.
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Bibliography
2024
A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings.
Adv. Model. Simul. Eng. Sci., December, 2024
Adv. Model. Simul. Eng. Sci., December, 2024
Hybrid Twins Modeling of a High-Level Radioactive Waste Cell Demonstrator for Long-Term Temperature Monitoring and Forecasting.
Sensors, August, 2024
IEEE Trans. Artif. Intell., March, 2024
Sensors, March, 2024
Correction: Ghnatios et al. A Regularized Real-Time Integrator for Data-Driven Control of Heating Channels. Computation 2022, 10, 176.
Comput., March, 2024
Comput., February, 2024
CoRR, 2024
A comparison of Single- and Double-generator formalisms for Thermodynamics-Informed Neural Networks.
CoRR, 2024
CoRR, 2024
CoRR, 2024
2023
Adv. Model. Simul. Eng. Sci., December, 2023
Comput. Math. Appl., November, 2023
Parametric Damage Mechanics Empowering Structural Health Monitoring of 3D Woven Composites.
Sensors, February, 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
On the use of synthetic images in deep learning for defect recognition in industrial infrastructures.
Proceedings of the 2023 6th International Conference on Machine Vision and Applications, 2023
2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Math. Comput. Simul., 2022
Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Comput., 2022
Comput., 2022
On the High-Resolution Discretization of the Maxwell Equations in a Composite Tape and the Heating Effects Induced by the Dielectric Losses.
Comput., 2022
Domain decomposition involving subdomain separable space representations for solving parametric problems in complex geometries.
Adv. Model. Simul. Eng. Sci., 2022
Empowering engineering with data, machine learning and artificial intelligence: a short introductive review.
Adv. Model. Simul. Eng. Sci., 2022
2021
Real-Time Path Planning Based on Harmonic Functions under a Proper Generalized Decomposition-Based Framework.
Sensors, 2021
Monitoring Weeder Robots and Anticipating Their Functioning by Using Advanced Topological Data Analysis.
Frontiers Artif. Intell., 2021
Study of Concentrated Short Fiber Suspensions in Flows, Using Topological Data Analysis.
Entropy, 2021
Monitoring weeder robots and anticipating their functioning by using advanced topological data analysis.
CoRR, 2021
PGD-based advanced nonlinear multiparametric regressions for constructing metamodels at the scarce-data limit.
CoRR, 2021
A separated representation involving multiple time scales within the Proper Generalized Decomposition framework.
Adv. Model. Simul. Eng. Sci., 2021
Adv. Model. Simul. Eng. Sci., 2021
2020
Parametric Electromagnetic Analysis of Radar-Based Advanced Driver Assistant Systems.
Sensors, 2020
Learning the Macroscopic Flow Model of Short Fiber Suspensions from Fine-Scale Simulated Data.
Entropy, 2020
Non-Intrusive In-Plane-Out-of-Plane Separated Representation in 3D Parametric Elastodynamics.
Comput., 2020
Modelling the effect of particle inertia on the orientation kinematics of fibres and spheroids immersed in a simple shear flow.
Comput. Math. Appl., 2020
Intelligent assistant system as a context-aware decision-making support for the workers of the future.
Comput. Ind. Eng., 2020
Proceedings of the Geometric Structures of Statistical Physics, Information Geometry, and Learning, 2020
Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020
2019
On the Proper Generalized Decomposition applied to microwave processes involving multilayered components.
Math. Comput. Simul., 2019
J. Sci. Comput., 2019
Complex., 2019
A model order reduction approach to create patient-specific mechanical models of human liver in computational medicine applications.
Comput. Methods Programs Biomed., 2019
Shape parametrization of bio-mechanical finite element models based on medical images.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019
A minimally-intrusive fully 3D separated plate formulation in computational structural mechanics.
Adv. Model. Simul. Eng. Sci., 2019
On the coupling of local 3D solutions and global 2D shell theory in structural mechanics.
Adv. Model. Simul. Eng. Sci., 2019
Non-intrusive proper generalized decomposition involving space and parameters: application to the mechanical modeling of 3D woven fabrics.
Adv. Model. Simul. Eng. Sci., 2019
Proceedings of the 16th International Conference on Informatics in Control, 2019
2018
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., 2018
A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition.
Complex., 2018
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2018
2017
A Simulation App based on reduced order modeling for manufacturing optimization of composite outlet guide vanes.
Adv. Model. Simul. Eng. Sci., 2017
Proceedings of the Inductive Logic Programming - 27th International Conference, 2017
2016
Vis. Comput., 2016
Reduced order modeling for transient simulation of power systems using trajectory piece-wise linear approximation.
Adv. Model. Simul. Eng. Sci., 2016
On the use of model order reduction for simulating automated fibre placement processes.
Adv. Model. Simul. Eng. Sci., 2016
Poroelastic properties identification through micro indentation modeled by using the proper generalized decomposition.
Proceedings of the 3rd International Conference on Advances in Computational Tools for Engineering Applications, 2016
2015
Kinetic Theory Modeling and Efficient Numerical Simulation of Gene Regulatory Networks Based on Qualitative Descriptions.
Entropy, 2015
On the multi-scale description of electrical conducting suspensions involving perfectly dispersed rods.
Adv. Model. Simul. Eng. Sci., 2015
Adv. Model. Simul. Eng. Sci., 2015
Adv. Model. Simul. Eng. Sci., 2015
Towards the Effective Use of Available Educational Resources: Designing Adaptive Hypermedia Environments for the Engineering Sciences.
Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015
2014
Adv. Model. Simul. Eng. Sci., 2014
Adv. Model. Simul. Eng. Sci., 2014
PGD-Based Model Reduction for Surgery Simulation: Solid Dynamics and Contact Detection.
Proceedings of the Biomedical Simulation - 6th International Symposium, 2014
Proceedings of the IEEE 14th International Conference on Advanced Learning Technologies, 2014
2013
Proceedings of the IEEE 13th International Conference on Advanced Learning Technologies, 2013
Linking Discrete and Stochastic Models: The Chemical Master Equation as a Bridge between Process Hitting and Proper Generalized Decomposition.
Proceedings of the Computational Methods in Systems Biology, 2013
2012
Math. Comput. Simul., 2012
Accounting for large deformations in real-time simulations of soft tissues based on reduced-order models.
Comput. Methods Programs Biomed., 2012
Towards the factory of future an integrated approach of material-processes-information-human being.
Proceedings of the Virtual Reality International Conference, 2012
2010
On the deterministic solution of multidimensional parametric models using the Proper Generalized Decomposition.
Math. Comput. Simul., 2010
A fully deterministic micro-macro simulation of complex flows involving reversible network fluid models.
Math. Comput. Simul., 2010
Integration of gradient based and response surface methods to develop a cascade optimisation strategy for Y-shaped tube hydroforming process design.
Adv. Eng. Softw., 2010
2008
Comput. Methods Programs Biomed., 2008
On the Application of Model Reduction Techniques to Real-Time Simulation of Non-linear tissues.
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008
2007
J. Comput. Phys., 2007
2001
A new approach for the real-time simulation of tissue deformations in surgery simulation.
Comput. Methods Programs Biomed., 2001
1999
HIPERPLAST: An HPCN simulator for reinforced thermoplastics injection processes.
Proceedings of the Parallel Computing: Fundamentals & Applications, 1999
1998
Medical Image Anal., 1998
1996
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996