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Jesús Martínez-Frutos

Universidad Politecnica de Cartagena

SCHOLARLY PAPERS

4

DOWNLOADS

169

TOTAL CITATIONS

2

Scholarly Papers (4)

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1.

Gradient Enhanced Gaussian Process Regression for Constitutive Modelling in Finite Strain Hyperelasticity

Number of pages: 36 Posted: 05 Aug 2023
Rogelio Ortigosa, Nathan Ellmer, Jesús Martínez-Frutos and Antonio J. Gil
Universidad Politecnica de Cartagena, Swansea University, Universidad Politecnica de Cartagena and Swansea University
Downloads 90 (747,755)
Citation 2

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Kriging, Machine Learning, Constitutive Modelling, Hyperelasticity, Anisotropy

2.

Hyper-reduced order modeling for nonlinear electromechanics using multi-field POD and ECM for dielectric elastomer actuators

Number of pages: 38 Posted: 27 Apr 2026 Last Revised: 12 Jul 2026
Max Barillas Velásquez, Rogelio Ortigosa, Jesús Martínez-Frutos, J.A. Hernández, Sebastian Ares de Parga Regalado, Javier Bonet and Alberto García-Gozález
affiliation not provided to SSRN, Universidad Politecnica de Cartagena, Universidad Politecnica de Cartagena, UPC, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 34 (1,372,601)

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Proper Orthogonal Decomposition (POD), Model Order Reduction (MOR), Hyper-reduction, Multiphysics Simulation, Empirical Cubature Method (ECM), Electromechanical Modeling

3.

Stretch-Based Hyperelastic Electromechanical Constitutive Metamodels Via Gradient Enhanced Gaussian Predictors Using Hierarchical Structure Discovery

Number of pages: 37 Posted: 30 May 2025
Nathan Ellmer, Rogelio Ortigosa, Jesús Martínez-Frutos, Roman Poya, Johann Sienz and Antonio J. Gil
Swansea University, Universidad Politecnica de Cartagena, Universidad Politecnica de Cartagena, Siemens Digital Industries Software, Swansea University and Swansea University
Downloads 26 (1,372,601)

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Gradient Kriging, Constitutive Modelling, Principal Stretches, Electromechanics, Anisotropy

4.

Stretch-Based Hyperelastic Constitutive Metamodels Via Gradient Enhanced Gaussian Predictors

Number of pages: 38 Posted: 30 Jul 2024
Nathan Ellmer, Rogelio Ortigosa, Jesús Martínez-Frutos, Roman Poya, Johann Sienz and Antonio J. Gil
Swansea University, Universidad Politecnica de Cartagena, Universidad Politecnica de Cartagena, Siemens Digital Industries Software, Swansea University and Swansea University
Downloads 19 (1,459,862)

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Gradient Kriging, Constitutive Modelling, Principal Stretches, Hyperelasticity, Anisotropy