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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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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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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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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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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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IEEE_Xplore

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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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 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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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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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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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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IEEE_Xplore

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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SAR Nonsparse Scene Reconstruction Network via Image Feature Representation Learning

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-15

2024

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IEEE_Xplore

Skin and Proximity Effect Calculation of a System of Rectangular Conductors Using the Proper Generalized Decomposition Technique

Energies (Basel), 2024-06, Vol.17 (12), p.2828

2024

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Solution of geometrically parametrised problems within a CAD environment via model order reduction

Computer methods in applied mechanics and engineering, 2020-01, Vol.358, p.112631, Article 112631

2020

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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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Earthquake Response Analysis of Pond Ash Deposit with Geocell Reinforcement

Iranian journal of science and technology. Transactions of civil engineering, 2024-02

Chowdhury, Swaraj

2024

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Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling

IEEE transactions on multimedia, 2024-01, Vol.26, p.1-16

2024

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IEEE_Xplore

Shape Parametrization & Morphing in Sheet-Metal Forming

Procedia manufacturing, 2020, Vol.47, p.702-706

2020

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Nonintrusive parametric solutions in structural dynamics

Computer methods in applied mechanics and engineering, 2022-02, Vol.389, p.114336, Article 114336

2022

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A priori model reduction through Proper Generalized Decomposition for solving time-dependent partial differential equations

Computer methods in applied mechanics and engineering, 2010-04, Vol.199 (23), p.1603-1626

Nouy, Anthony

2010

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Metamodel of Parametric Geometric Magnetostatic Problem Based on PGD and RBF Approaches

IEEE transactions on magnetics, 2023-02, Vol.59 (2), p.1-10

2023

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IEEE_Xplore

Black-box attacks and defense for DNN-based power quality classification in smart grid

Energy reports, 2022-11, Vol.8, p.12203-12214

2022

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Proper Generalized Decomposition (PGD) for the numerical simulation of polycrystalline aggregates under cyclic loading

Comptes rendus. Mecanique, 2018-02, Vol.346 (2), p.132-151

2018

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

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

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

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

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

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

An analytical solution for landslide impact on buried continuous pipelines

Hybridisable discontinuous Galerkin solution of geometrically parametrised Stokes flows

On reduced models in nonlinear solid mechanics

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

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

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

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

SAR Nonsparse Scene Reconstruction Network via Image Feature Representation Learning

Skin and Proximity Effect Calculation of a System of Rectangular Conductors Using the Proper Generalized Decomposition Technique

Solution of geometrically parametrised problems within a CAD environment via model order reduction

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

Earthquake Response Analysis of Pond Ash Deposit with Geocell Reinforcement

Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling

Shape Parametrization & Morphing in Sheet-Metal Forming

Nonintrusive parametric solutions in structural dynamics

A priori model reduction through Proper Generalized Decomposition for solving time-dependent partial differential equations

Metamodel of Parametric Geometric Magnetostatic Problem Based on PGD and RBF Approaches

Black-box attacks and defense for DNN-based power quality classification in smart grid

Proper Generalized Decomposition (PGD) for the numerical simulation of polycrystalline aggregates under cyclic loading

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