Search results: Sage Journals

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published January, 2026

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

Restricted accessResearch articleFirst published November, 2025

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

Restricted accessResearch articleFirst published April, 2024

Fault identification with limited labeled data

Amirhossein Berenji, Zahra Taghiyarrenani, Abbas Rohani Bastami

Journal of Vibration and Control

Restricted accessResearch articleFirst published December, 2025

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

Restricted accessResearch articleFirst published July, 2026

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

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst 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 accessResearch articleFirst published November, 2025

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

Restricted accessResearch articleFirst published 2026

A hypergraph attention network with redundancy elimination and few-shot learning for intelligent fault diagnosis under small-sample conditions

Xinwu Zhou, Zhiyong Qin, Zheng Hu [...]

Journal of Vibration and Control

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published January, 2026

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

Restricted accessResearch articleFirst published November, 2025

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

Restricted accessResearch articleFirst published April, 2024

Fault identification with limited labeled data

Amirhossein Berenji, Zahra Taghiyarrenani, Abbas Rohani Bastami

Journal of Vibration and Control

Restricted accessResearch articleFirst published December, 2025

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

Restricted accessResearch articleFirst published July, 2026

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

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst 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 accessResearch articleFirst published November, 2025

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

Restricted accessResearch articleFirst published 2026

A hypergraph attention network with redundancy elimination and few-shot learning for intelligent fault diagnosis under small-sample conditions

Xinwu Zhou, Zhiyong Qin, Zheng Hu [...]

Journal of Vibration and Control