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Research article

First published 2022-9

Deep meta-learning and variational autoencoder for coupling fault diagnosis of rolling bearing under variable working conditions

Changchang Che, Huawei Wang, Ruiguan Lin [...]

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

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Research article

First published 2023-4

Operational safety of automated and human driving in mixed traffic environments: A perspective of car-following behavior

Tao Li, Xu Han, Jiaqi Ma [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2020-7

Learning to balance the coherence and diversity of response generation in generation-based chatbots

Shuliang Wang, Dapeng Li, Jing Geng [...]

International Journal of Advanced Robotic Systems

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Research article

First published 2021-3

Intelligent fault prediction of rolling bearing based on gate recurrent unit and hybrid autoencoder

Changchang Che, Huawei Wang, Qiang Fu [...]

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

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Research article

First published 2023-2

Topological design of 2D periodic structures for anti-plane waves based on deep learning

Chen-Xu Liu, Gui-Lan Yu

Journal of Vibration and Control

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Research article

First published 2024-7

Bearing fault diagnosis based on variational autoencoder and non-local block wide kernel convolutional neural network

Li Jiang, Silong Guo, Shunsheng Guo [...]

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

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Research article

First published 2025-5

Fault diagnosis using variational autoencoder GAN and focal loss CNN under unbalanced data

Weihan Li, Dunke Liu, Yang Li [...]

Structural Health Monitoring

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Research article

First published 2018-6-22

Echo state network and variational autoencoder for efficient one-class learning on dynamical systems

Diego Cabrera, Fernando Sancho, Mariela Cerrada [...]

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

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Research article

First published 2026-1

Full-field expansion and damage detection from sparse measurements using physics-informed variational autoencoders

Nitin Nagesh Kulkarni, Alessandro Sabato

Structural Health Monitoring

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Research article

First published 2023-3

Evaluation of machine learning techniques for structural health monitoring using ultrasonic guided waves under varying temperature conditions

Abderrahim Abbassi, Niklas Römgens, Franz Ferdinand Tritschel [...]

Structural Health Monitoring

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