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1. MSIFT MSIFT Public

   MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion

   Python 72 4

2. MSI2DA-Net MSI2DA-Net Public

   Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis

   Python 54 2

3. NIFD-Net NIFD-Net Public

   A novel digital twin-enabled three-stage feature imputation framework for non-contact intelligent fault diagnosis

   Python 14 1

4. MLFNet MLFNet Public

   MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets

   20 1

5. Diagnostic-Cooperation-Network Diagnostic-Cooperation-Network Public

   Diagnostic Cooperation: A New Force Framework for Boosting Cross-Domain Fault Diagnosis with Dual-Network Structure Using Multi-Source Sensors

   5

6. MSGPT MSGPT Public

   MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis

   23 3