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Quantifying the preferential direction of the model gradient in adversarial training with projected gradient descent

Pattern recognition, 2023-07, Vol.139, p.109430, Article 109430

2023

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Intelligent assistant system as a context-aware decision-making support for the workers of the future

Computers & industrial engineering, 2020-01, Vol.139, p.105732, Article 105732

2020

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A time multiscale based data-driven approach in cyclic elasto-plasticity

Computers & structures, 2024-05, Vol.295, p.107277, Article 107277

2024

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Empowering PGD-based parametric analysis with Optimal Transport

Finite elements in analysis and design, 2024-01, Vol.228, p.104049, Article 104049

2024

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On the benefits of a multiscale domain decomposition method to model-order reduction for frictional contact problems

Computer methods in applied mechanics and engineering, 2024-09, Vol.429, p.117171, Article 117171

2024

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Advanced simulation of models defined in plate geometries: 3D solutions with 2D computational complexity

Computer methods in applied mechanics and engineering, 2012, Vol.201, p.1-12

2012

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The LATIN multiscale computational method and the Proper Generalized Decomposition

Computer methods in applied mechanics and engineering, 2010-04, Vol.199 (21), p.1287-1296

2010

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Sparse Index Tracking With K-Sparsity or ϵ-Deviation Constraint via ℓ0-Norm Minimization

IEEE transaction on neural networks and learning systems, 2023-12, Vol.34 (12), p.10930-10943

2023

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Proper Generalized Decomposition stereocorrelation to measure kinematic fields for high speed impact on laminated glass

Computer methods in applied mechanics and engineering, 2023-10, Vol.415, p.116217, Article 116217

2023

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Advanced separated spatial representations for hardly separable domains

Computer methods in applied mechanics and engineering, 2019-09, Vol.354, p.802-819

2019

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Multiparametric modeling of composite materials based on non-intrusive PGD informed by multiscale analyses: Application for real-time stiffness prediction of woven composites

Composite structures, 2022-12, Vol.302, p.116228, Article 116228

2022

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NURBS-based shape parametrization enabling PGD-based space separability: Methodology and application

Finite elements in analysis and design, 2023-12, Vol.227, p.104022, Article 104022

2023

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An analytical solution for landslide impact on buried continuous pipelines

Tunnelling and underground space technology, 2023-12, Vol.142, p.105385, Article 105385

2023

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Forced vibration analysis of composite beams with piezoelectric layers based on the variable separation method

Composite structures, 2021-10, Vol.273, p.114248, Article 114248

2021

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Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detection

Neurocomputing (Amsterdam), 2018-10, Vol.309, p.192-200

2018

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Hybridisable discontinuous Galerkin solution of geometrically parametrised Stokes flows

Computer methods in applied mechanics and engineering, 2020-12, Vol.372, p.113397, Article 113397

2020

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On a wave-based reduced order model for transient effects computation including mid frequencies

Computer methods in applied mechanics and engineering, 2022-05, Vol.395, p.114990, Article 114990

2022

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Design and fabrication of porous biodegradable scaffolds: a strategy for tissue engineering

Journal of biomaterials science. Polymer ed., 2017-11, Vol.28 (16), p.1797-1825

2017

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On reduced models in nonlinear solid mechanics

European journal of mechanics, A, Solids, 2016-11, Vol.60, p.227-237

Ladevèze, Pierre

2016

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Space–time proper generalized decompositions for the resolution of transient elastodynamic models

Computer methods in applied mechanics and engineering, 2013-03, Vol.255, p.67-88

2013

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Fast solution of elliptic harbor agitation problems under frequency-direction input spectra by model order reduction and NURBS-enhanced FEM

Coastal engineering (Amsterdam), 2020-03, Vol.156, p.103618, Article 103618

2020

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Model Order Reduction Based on Space-Harmonic Separation for Nonlinear Periodic EQS Problems

IEEE transactions on magnetics, 2024-03, Vol.60 (3), p.1-5

2024

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The Reference Point Method, a “hyperreduction” technique: Application to PGD-based nonlinear model reduction

Computer methods in applied mechanics and engineering, 2017-08, Vol.322, p.483-514

2017

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Linear Quadratic Control of Positive Systems: A Projection-Based Approach

IEEE transactions on automatic control, 2023-04, Vol.68 (4), p.2376-2382

2023

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Reduced Order Machine Learning Finite Element Methods: Concept, Implementation, and Future Applications

Computer modeling in engineering & sciences, 2021, Vol.129 (3), p.1351-1371

2021

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Quantifying the preferential direction of the model gradient in adversarial training with projected gradient descent

Intelligent assistant system as a context-aware decision-making support for the workers of the future

A time multiscale based data-driven approach in cyclic elasto-plasticity

Empowering PGD-based parametric analysis with Optimal Transport

On the benefits of a multiscale domain decomposition method to model-order reduction for frictional contact problems

Advanced simulation of models defined in plate geometries: 3D solutions with 2D computational complexity

The LATIN multiscale computational method and the Proper Generalized Decomposition

Sparse Index Tracking With K-Sparsity or ϵ-Deviation Constraint via ℓ0-Norm Minimization

Proper Generalized Decomposition stereocorrelation to measure kinematic fields for high speed impact on laminated glass

Advanced separated spatial representations for hardly separable domains

Multiparametric modeling of composite materials based on non-intrusive PGD informed by multiscale analyses: Application for real-time stiffness prediction of woven composites

NURBS-based shape parametrization enabling PGD-based space separability: Methodology and application

An analytical solution for landslide impact on buried continuous pipelines

Forced vibration analysis of composite beams with piezoelectric layers based on the variable separation method

Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detection

Hybridisable discontinuous Galerkin solution of geometrically parametrised Stokes flows

On a wave-based reduced order model for transient effects computation including mid frequencies

Design and fabrication of porous biodegradable scaffolds: a strategy for tissue engineering

On reduced models in nonlinear solid mechanics

Space–time proper generalized decompositions for the resolution of transient elastodynamic models

Fast solution of elliptic harbor agitation problems under frequency-direction input spectra by model order reduction and NURBS-enhanced FEM

Model Order Reduction Based on Space-Harmonic Separation for Nonlinear Periodic EQS Problems

The Reference Point Method, a “hyperreduction” technique: Application to PGD-based nonlinear model reduction

Linear Quadratic Control of Positive Systems: A Projection-Based Approach

Reduced Order Machine Learning Finite Element Methods: Concept, Implementation, and Future Applications

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