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Data-driven modeling and learning in science and engineering

Comptes rendus. Mecanique, 2019-11, Vol.347 (11), p.845-855

2019

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The mechanical behavior of skin: Structures and models for the finite element analysis

Computers & structures, 2017-10, Vol.190, p.75-107

2017

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Anisotropic finite strain viscoelasticity based on the Sidoroff multiplicative decomposition and logarithmic strains

Computational mechanics, 2015-09, Vol.56 (3), p.503-531

2015

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Learning cell migration mechanisms using machine learning

Results in engineering, 2024-06, Vol.22, p.102295, Article 102295

2024

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Parametric analysis of the GAM metamaterial applied to a front wing with auxetic and non-auxetic configurations

Results in engineering, 2024-03, Vol.21, p.101922, Article 101922

2024

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A simple formulation for large-strain cyclic hyperelasto-plasticity using elastic correctors. Theory and algorithmic implementation

International journal of plasticity, 2019-02, Vol.113, p.185-217

2019

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Biologically-inspired aerodynamic shape optimization for low Reynolds regimes

Results in engineering, 2023-12, Vol.20, p.101442, Article 101442

2023

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Fully anisotropic finite strain viscoelasticity based on a reverse multiplicative decomposition and logarithmic strains

Computers & structures, 2016-01, Vol.163, p.56-70

2016

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Experimental data reduction for hyperelasticity

Computers & structures, 2020-05, Vol.232, p.105919, Article 105919

2020

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Bi-modulus materials consistent with a stored energy function: Theory and numerical implementation

Computers & structures, 2020-03, Vol.229, p.106176, Article 106176

2020

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A multiplicative finite strain crystal plasticity formulation based on additive elastic corrector rates: Theory and numerical implementation

International journal of plasticity, 2021-02, Vol.137, p.102899, Article 102899

2021

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A new class of plastic flow evolution equations for anisotropic multiplicative elastoplasticity based on the notion of a corrector elastic strain rate

Applied Mathematical Modelling, 2018-03, Vol.55, p.716-740

2018

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On the tension-compression switch of the Gasser–Ogden–Holzapfel model: Analysis and a new pre-integrated proposal

Journal of the mechanical behavior of biomedical materials, 2016-04, Vol.57, p.175-189

2016

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On the interpretation of the logarithmic strain tensor in an arbitrary system of representation

International journal of solids and structures, 2014-04, Vol.51 (7-8), p.1507-1515

2014

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Stress and strain mapping tensors and general work-conjugacy in large strain continuum mechanics

Applied mathematical modelling, 2016-03, Vol.40 (5-6), p.3938-3950

2016

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Determination and Finite Element Validation of the WYPIWYG Strain Energy of Superficial Fascia from Experimental Data

Annals of biomedical engineering, 2017-03, Vol.45 (3), p.799-810

2017

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Multi-scale energy homogenization for 3D printed microstructures with a Diritchlet boundary condition relaxation under plastic deformation

Results in engineering, 2024-03, Vol.21, p.101652, Article 101652

2024

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WYPIWYG hyperelasticity for isotropic, compressible materials

Computational mechanics, 2017-01, Vol.59 (1), p.73-92

2017

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Auxetic orthotropic materials: Numerical determination of a phenomenological spline-based stored density energy and its implementation for finite element analysis

Computer methods in applied mechanics and engineering, 2020-11, Vol.371, p.113300, Article 113300

2020

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What-You-Prescribe-Is-What-You-Get orthotropic hyperelasticity

Computational mechanics, 2014-06, Vol.53 (6), p.1279-1298

2014

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A simple and efficient numerical procedure to compute the inverse Langevin function with high accuracy

Journal of non-Newtonian fluid mechanics, 2018-11, Vol.261, p.153-163

2018

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The relevance of transverse deformation effects in modeling soft biological tissues

International journal of solids and structures, 2016-11, Vol.99, p.57-70

2016

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Plane-stress constrained multiplicative hyperelasto-plasticity with nonlinear kinematic hardening. Consistent theory based on elastic corrector rates and algorithmic implementation

International journal of plasticity, 2020-05, Vol.128, p.102592, Article 102592

2020

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On the network orientational affinity assumption in polymers and the micro–macro connection through the chain stretch

Journal of the mechanics and physics of solids, 2021-03, Vol.148, p.104279, Article 104279

2021

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A continuum approach for the large strain finite element analysis of auxetic materials

International journal of mechanical sciences, 2018-01, Vol.135, p.441-457

2018

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Data-driven modeling and learning in science and engineering

The mechanical behavior of skin: Structures and models for the finite element analysis

Anisotropic finite strain viscoelasticity based on the Sidoroff multiplicative decomposition and logarithmic strains

Learning cell migration mechanisms using machine learning

Parametric analysis of the GAM metamaterial applied to a front wing with auxetic and non-auxetic configurations

A simple formulation for large-strain cyclic hyperelasto-plasticity using elastic correctors. Theory and algorithmic implementation

Biologically-inspired aerodynamic shape optimization for low Reynolds regimes

Fully anisotropic finite strain viscoelasticity based on a reverse multiplicative decomposition and logarithmic strains

Experimental data reduction for hyperelasticity

Bi-modulus materials consistent with a stored energy function: Theory and numerical implementation

A multiplicative finite strain crystal plasticity formulation based on additive elastic corrector rates: Theory and numerical implementation

A new class of plastic flow evolution equations for anisotropic multiplicative elastoplasticity based on the notion of a corrector elastic strain rate

On the tension-compression switch of the Gasser–Ogden–Holzapfel model: Analysis and a new pre-integrated proposal

On the interpretation of the logarithmic strain tensor in an arbitrary system of representation

Stress and strain mapping tensors and general work-conjugacy in large strain continuum mechanics

Determination and Finite Element Validation of the WYPIWYG Strain Energy of Superficial Fascia from Experimental Data

Multi-scale energy homogenization for 3D printed microstructures with a Diritchlet boundary condition relaxation under plastic deformation

WYPIWYG hyperelasticity for isotropic, compressible materials

Auxetic orthotropic materials: Numerical determination of a phenomenological spline-based stored density energy and its implementation for finite element analysis

What-You-Prescribe-Is-What-You-Get orthotropic hyperelasticity

A simple and efficient numerical procedure to compute the inverse Langevin function with high accuracy

The relevance of transverse deformation effects in modeling soft biological tissues

Plane-stress constrained multiplicative hyperelasto-plasticity with nonlinear kinematic hardening. Consistent theory based on elastic corrector rates and algorithmic implementation

On the network orientational affinity assumption in polymers and the micro–macro connection through the chain stretch

A continuum approach for the large strain finite element analysis of auxetic materials

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