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Research article

First published 2025

Domain-adaptive gearbox fault diagnosis using deep residual sparse autoencoder with symmetric dot pattern encoding

Chaofan Li, Tao He, Shuaishuai Li

Structural Health Monitoring

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Review article

First published 2024-2

LN-MRSCAE: A novel deep learning based denoising method for mechanical vibration signals

Wenliao Du, Lingkai Yang, Hongchao Wang [...]

Journal of Vibration and Control

Open access

Research article

First published 2023-5

Displacement response estimation of a cable-stayed bridge subjected to various loading conditions with one-dimensional residual convolutional autoencoder method

Xiaoming Lei, Dionysius M Siringoringo, Zhen Sun [...]

Structural Health Monitoring

Open access

Research article

First published 2025

Temperature-compensated autoencoders with sequences of raw time-domain signals for damage detection and localization in active and passive SHM

Niklas Römgens, Abderrahim Abbassi, Niklas Dierksen [...]

Structural Health Monitoring

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Research article

First published 2022

Convolutional autoencoder neural network for fault diagnosis with multi-sensor data

Xin Wang, Lingli Cui, Na Yang

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2026

A data generation method with a novel loss for fault diagnosis without target-domain data

Guoli Bai, Wei Sun, Zhidan Zhong [...]

Journal of Vibration and Control

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Research article

First published 2022-7

Deep learning enhanced principal component analysis for structural health monitoring

Ana Fernandez-Navamuel, Filipe Magalhães, Diego Zamora-Sánchez [...]

Structural Health Monitoring

Open access

Research article

First published 2020-8

Perceptual Autoencoder for Compressive Sensing Image Reconstruction

Ivan Ralašić, Damir Seršić, Siniša Šegvić

Informatica: An International Journal of Computing and Informatics

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Research article

First published 2019-06

Autoencoding Topographic Factors

Antonio Moretti, Andrew Stirn, Gabriel Marks [...]

Journal of Computational Biology

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Research article

First published 2025

Dual-Challenge Framework for Noise-Resilient and Temporally-Adaptive Recommender Systems

Ouahiba Belgacem, Boudjemaa Boudaa, Abderrahmane Kouadria [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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