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Nathan Ellmer

Swansea University

College of Law

Singleton Park

Swansea , SA2 8PP

United Kingdom

  • Swansea University

SCHOLARLY PAPERS

3

DOWNLOADS

135

TOTAL CITATIONS

2

Scholarly Papers (3)

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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.

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

3.

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)

Abstract:

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