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Research article

First published 2025

Balanced fidelity digital twin for structural damage monitoring based on Lamb wave multilevel feature enhancement and adaptive space interaction

Yuan Huang, Xinlin Qing, Meina Xie

Structural Health Monitoring

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Research article

First published 2026-1

Intelligent fault diagnosis of high-speed train axle box bearings under parameter fluctuation working conditions using continuous cohomology-based meta-transfer learning framework

Yang Li, Xiangyin Meng, Feiyun Xu [...]

Structural Health Monitoring

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Research article

First published 2025-11

RETRACTED: Meta-learning-optimized deep feature fusion strategies for few-shot classification of rare Chinese figure painting styles

Mo Huang

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2024-4

Fault identification with limited labeled data

Amirhossein Berenji, Zahra Taghiyarrenani, Abbas Rohani Bastami

Journal of Vibration and Control

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Research article

First published 2025-12

Few-shot flight trajectory prediction in the multi-mode transfer learning structure

Han Wu, Yan Liang, Jing He [...]

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2025

A meta-transfer learning prediction method with few-shot data for the remaining useful life of rolling bearing

Daoming She, Yudan Duan, Zhichao Yang [...]

Structural Health Monitoring

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Research article

First published 2023

Few-shot transfer learning method based on meta-learning and graph convolution network for machinery fault diagnosis

Huaqing Wang, Xingwei Tong, Pengxin Wang [...]

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

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Research article

First published 2026

Multi-view generative synergistic optimization agent for few-shot machinery fault diagnosis under limited labeled data

Jintian Sun, Xihong Fei, Lei Su [...]

Structural Health Monitoring

Open access

Research article

First published 2025-11

Few-shot learning for the classification of colorectal neuroendocrine tumors and polyps on endoscopic images

Shiqi Zhu, Hailong Ge, Yu Wang [...]

Journal of International Medical Research

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Research article

First published 2025

A meta-transfer learning with natural language supervised pretraining for few-shot fault diagnosis of bearings

Xufen Jiao, Yixiao Gao, Bowen Yao [...]

Structural Health Monitoring

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