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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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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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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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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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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

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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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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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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A reduced model to simulate the damage in composite laminates under low velocity impact

Computers & structures, 2018-04, Vol.199, p.34-45

2018

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Incremental dynamic mode decomposition: A reduced-model learner operating at the low-data limit

Comptes rendus. Mecanique, 2019-11, Vol.347 (11), p.780-792

2019

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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

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

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

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

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

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

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

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

A reduced model to simulate the damage in composite laminates under low velocity impact

Incremental dynamic mode decomposition: A reduced-model learner operating at the low-data limit

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