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Research article

First published 2024-12

Efficient data-driven nonlinear system identification for structural health monitoring: A proof-of-principle study

Shanwu Li, Xiaowei Jin, Shujin Laima [...]

Advances in Structural Engineering

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Research article

First published 2024-3

Enhancing response estimation and system identification in structural health monitoring through data-driven approaches

Javad Isavand, Afshar Kasaei, Andrew Peplow [...]

Building Acoustics

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Research article

First published 2021-7

On the vulnerability of data-driven structural health monitoring models to adversarial attack

Max David Champneys, Andre Green, John Morales [...]

Structural Health Monitoring

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Research article

First published 2025-3

Bayesian data-driven framework for structural health monitoring of composite structures under limited experimental data

Leonardo de Paula S. Ferreira, Rafael de O. Teloli, Samuel da Silva [...]

Structural Health Monitoring

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Review article

First published 2021-12

Review of piezoelectric impedance based structural health monitoring: Physics-based and data-driven methods

Xingyu Fan, Jun Li, Hong Hao

Advances in Structural Engineering

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Research article

First published 2025

A physics-informed data-driven framework for structural health monitoring of thermal fatigue in concrete composites

Ali Nouri, Alireza Zamani, Vahab Toufigh

Structural Health Monitoring

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Research article

First published 2024-3

A temperature-driven approach for quantitative assessment of strengthening effect of continuous bridges using structural health monitoring data

Xiaoyu Gong, Xiaodong Song, CS Cai [...]

Structural Health Monitoring

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Research article

First published 2021-9

A novel data-driven method for structural health monitoring under ambient vibration and high-dimensional features by robust multidimensional scaling

Alireza Entezami, Hassan Sarmadi, Masoud Salar [...]

Structural Health Monitoring

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Research article

First published 2025

Data-driven structural health monitoring for early corrosion detection in the oil and gas pipelines: enhancing sensitivity with unsupervised dimensionality reduction

Filipe Moreira de Aguiar, Lúcio de Abreu Corrêa, Henrique Tormen Haan de Oliveira [...]

Structural Health Monitoring

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Research article

First published 2020-8

Damage detection in nonlinear civil structures using kernel principal component analysis

Khaoula Ghoulem, Tarek Kormi, Nizar Bel Hadj Ali

Advances in Structural Engineering

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