Jesús Martínez-Frutos

About Jesús Martínez-Frutos

Jesús Martínez-Frutos, With an exceptional h-index of 16 and a recent h-index of 14 (since 2020), a distinguished researcher at Universidad Politécnica de Cartagena, specializes in the field of Topology optimization, GPGPU computing, uncertainty quantification, Robust control, Smart materials.

His recent articles reflect a diverse array of research interests and contributions to the field:

Nonlinear electro-elastic finite element analysis with neural network constitutive models

Gradient enhanced gaussian process regression for constitutive modelling in finite strain hyperelasticity

Shape-Programming in Hyperelasticity Through Differential Growth

Mathematical modeling, analysis and control in soft robotics: a survey

Learning nonlinear constitutive models in finite strain electromechanics with Gaussian process predictors

Programming shape-morphing electroactive polymers through multi-material topology optimisation

In-silico design and computational modelling of electroactive polymer based soft robotics

Optimal control and design of magnetic field-responsive smart polymer composites

Jesús Martínez-Frutos Information

University

Position

Associate Professor

Citations(all)

736

Citations(since 2020)

607

Cited By

311

hIndex(all)

16

hIndex(since 2020)

14

i10Index(all)

24

i10Index(since 2020)

23

Email

University Profile Page

Universidad Politécnica de Cartagena

Google Scholar

View Google Scholar Profile

Jesús Martínez-Frutos Skills & Research Interests

Topology optimization

GPGPU computing

uncertainty quantification

Robust control

Smart materials

Top articles of Jesús Martínez-Frutos

Title

Journal

Author(s)

Publication Date

Nonlinear electro-elastic finite element analysis with neural network constitutive models

arXiv preprint arXiv:2402.07007

Dominik K Klein

Rogelio Ortigosa

Jesús Martínez-Frutos

Oliver Weeger

2024/2/10

Gradient enhanced gaussian process regression for constitutive modelling in finite strain hyperelasticity

Computer Methods in Applied Mechanics and Engineering

Nathan Ellmer

Rogelio Ortigosa

Jesús Martínez-Frutos

Antonio J Gil

2024/1/5

Shape-Programming in Hyperelasticity Through Differential Growth

Applied Mathematics & Optimization

Rogelio Ortigosa-Martínez

Jesús Martínez-Frutos

Carlos Mora-Corral

Pablo Pedregal

Francisco Periago

2024/4

Mathematical modeling, analysis and control in soft robotics: a survey

Rogelio Ortigosa-Martínez

Jesús Martínez-Frutos

Carlos Mora-Corral

Pablo Pedregal

Francisco Periago

2023/8/4

Learning nonlinear constitutive models in finite strain electromechanics with Gaussian process predictors

Computational Mechanics

A Pérez-Escolar

J Martínez-Frutos

R Ortigosa

N Ellmer

AJ Gil

2024/2/20

Programming shape-morphing electroactive polymers through multi-material topology optimisation

Applied Mathematical Modelling

Rogelio Ortigosa

Jesús Martínez-Frutos

Antonio J Gil

2023/2/1

In-silico design and computational modelling of electroactive polymer based soft robotics

Antonio J Gil

Rogelio Ortigosa

Jesus Martínez-Frutos

Nathan Ellmer

2022/9/1

Optimal control and design of magnetic field-responsive smart polymer composites

Applied Mathematical Modelling

R Ortigosa

J Martínez-Frutos

C Mora-Corral

P Pedregal

F Periago

2022/3/1

Viscoelastic up-scaling rank-one effects in in-silico modelling of electro-active polymers

Computer Methods in Applied Mechanics and Engineering

Francisco Marin

R Ortigosa

J Martínez-Frutos

AJ Gil

2022/2/1

A computational framework for topology optimisation of flexoelectricity at finite strains considering a multi-field micromorphic approach

Computer Methods in Applied Mechanics and Engineering

R Ortigosa

J Martínez-Frutos

AJ Gil

2022/11/1

A thermodynamically consistent time integration scheme for non-linear thermo-electro-mechanics

Computer Methods in Applied Mechanics and Engineering

M Franke

R Ortigosa

J Martínez-Frutos

AJ Gil

P Betsch

2022/2/1

Finite electro-elasticity with physics-augmented neural networks

Computer Methods in Applied Mechanics and Engineering

Dominik K. Klein

Rogelio Ortigosa

Jesús Martínez-Frutos

Oliver Weeger

2022/8/26

In-silico design of electrode meso-architecture for shape morphing dielectric elastomers

Journal of the Mechanics and Physics of Solids

J Martínez-Frutos

R Ortigosa

AJ Gil

2021/12/1

Multiplicity of solutions in model-based multiobjective optimization of wastewater treatment plants

Optimization and Engineering

Víctor M Ortiz-Martínez

Jesús Martínez-Frutos

Eloy Hontoria

Francisco J Hernández-Fernández

Jose A Egea

2021/6

A convex multi-variable based computational framework for multilayered electro-active polymers

Computer Methods in Applied Mechanics and Engineering

Francisco Marin

J Martínez-Frutos

R Ortigosa

AJ Gil

2021/2/1

Topology optimisation of stiffeners layout for shape-morphing of dielectric elastomers

Structural and Multidisciplinary Optimization

Rogelio Ortigosa

Jesús Martínez-Frutos

2021/12

Optimización topológica de materiales piezoeléctricos en el software FreeFEM

Antonio Gallego Munuera

Jesús Martínez Frutos

2021

Risk-averse approach for topology optimization of fail-safe structures using the level-set method

Computational Mechanics

J Martínez-Frutos

R Ortigosa

2021/11

Optimal control of soft materials using a Hausdorff distance functional

SIAM Journal on Control and Optimization

Rogelio Ortigosa

Jesus Martínez-Frutos

Carlos Mora-Corral

Pablo Pedregal

Francisco Periago

2021

Multi-resolution methods for the topology optimization of nonlinear electro-active polymers at large strains

Computational Mechanics

R Ortigosa

J Martínez-Frutos

2021/8

See List of Professors in Jesús Martínez-Frutos University(Universidad Politécnica de Cartagena)

Co-Authors

H-index: 21
David Herrero-Pérez

David Herrero-Pérez

Universidad Politécnica de Cartagena

H-index: 19
Mathieu Kessler

Mathieu Kessler

Universidad Politécnica de Cartagena

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