LWCNet: A Physics-Guided Multimodal Few-Shot Learning Framework for Intelligent Fault Diagnosis
Abstract
Deep learning-based methods have shown great potential in intelligent bearing fault diagnosis. However, most existing approaches suffer from the scarcity of labeled data, which often results in insufficient robustness under c... | Find, read and cite all the research you need on Tech Science Press
Fields of Study & Subjects
Machine Fault Diagnosis Techniques
Machine Learning and ELM
Domain Adaptation and Few-Shot Learning
Publication details
- Journal / source
- Computers, materials & continua/Computers, materials & continua (Print)
- Publisher
- Tech Science Press
- Volume
- 87
- Issue
- 2
- Pages
- 1–10
- Publication date
- 1 January 2026
- Language
- EN