Domain Generalization-Based Intelligent Fault Diagnosis with Domain-Specific Feature Suppression

DiagLoRA-VLLM: A Physics-Constrained Multimodal Large Language Model with Low-Rank Adaptation for Small-Sample Rolling Bearing Fault Diagnosis

Wav2Vec2-MSViT: Adaptive Multi-Domain Fusion for Robust Rolling Bearing Fault Diagnosis

Graph-Structure-Aware Transformer for Rolling Bearing Fault Diagnosis: Joint Modeling of Local Topology and Long-Range Cross-Band Dependencies

MacLog: Hybrid Mamba-CNN Modeling for Log Anomaly Detection with LLM-Assisted Augmentation

Diffusion Transformer-Based Fault Diagnosis for Rolling Bearings: A High-Efficiency Data Augmentation Paradigm for Few-Shot Industrial Scenarios

An Envelope-Guided ConvNeXt-Mamba Framework for Bearing Fault Diagnosis

AdAs-DETR: A Lightweight Insulator Defect Detection Network Combining Context Guidance and Adaptive Weighted Fusion

Physics-Injected State Space Modeling for Froth Condition Recognition

ThermoFoundation: Saliency-Guided Thermal Tracking of Blurred Anomalies for Lithium-Ion Energy Storage System Safety