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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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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

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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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

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

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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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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A hybrid frequency-temporal reduced-order method for nonlinear dynamics

Nonlinear dynamics, 2023-08, Vol.111 (15), p.13669-13689

2023

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Consideration of Rotational Motion in the Proper Generalized Decomposition by a Sliding Interface Technique

IEEE transactions on magnetics, 2022-09, Vol.58 (9), p.1-4

2022

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IEEE_Xplore

Data-driven model based on the simulation of cracking process in brittle material using the phase-field method in application

Comptes rendus. Mecanique, 2020-12, Vol.348 (8-9), p.729-744

2020

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Alternative design of buried pipelines at active fault crossings using flexible joints

The International journal of pressure vessels and piping, 2020-02, Vol.180, p.104038, Article 104038

2020

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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

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

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

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

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

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

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

A hybrid frequency-temporal reduced-order method for nonlinear dynamics

Consideration of Rotational Motion in the Proper Generalized Decomposition by a Sliding Interface Technique

Data-driven model based on the simulation of cracking process in brittle material using the phase-field method in application

Alternative design of buried pipelines at active fault crossings using flexible joints

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