| EPSILON: Adaptive Fault Mitigation in Approximate Deep Neural Network using Statistical Signatures | Apr 24, 2025 | Fault Detection | —Unverified | 0 |
| DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection | Apr 19, 2025 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 |
| Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems | Apr 18, 2025 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| Correcting Domain Shifts in Electric Motor Vibration Data for Unseen Operating Conditions | Apr 14, 2025 | Fault Detectionregression | —Unverified | 0 |
| Modelling & Steady State Compliance Testing of an Improved Time Synchronized Phasor Measurement Unit Based on IEEE Standard C37.118.1 | Apr 14, 2025 | Fault Detection | —Unverified | 0 |
| Simultaneous Input and State Estimation under Output Quantization: A Gaussian Mixture approach | Apr 13, 2025 | Fault DetectionQuantization | —Unverified | 0 |
| NAPER: Fault Protection for Real-Time Resource-Constrained Deep Neural Networks | Apr 9, 2025 | Ensemble LearningFault Detection | —Unverified | 0 |
| A Robust Method for Fault Detection and Severity Estimation in Mechanical Vibration Data | Apr 4, 2025 | Fault DetectionManagement | —Unverified | 0 |
| Fault injection analysis of Real NVP normalising flow model for satellite anomaly detection | Apr 2, 2025 | Anomaly DetectionEarth Observation | —Unverified | 0 |
| Online Fault Detection and Classification of Chemical Process Systems Leveraging Statistical Process Control and Riemannian Geometric Analysis | Apr 2, 2025 | Chemical ProcessFault Detection | —Unverified | 0 |
| UniFault: A Fault Diagnosis Foundation Model from Bearing Data | Apr 2, 2025 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| A YOLO-Based Semi-Automated Labeling Approach to Improve Fault Detection Efficiency in Railroad Videos | Apr 1, 2025 | Fault Detection | —Unverified | 0 |
| PNN: A Novel Progressive Neural Network for Fault Classification in Rotating Machinery under Small Dataset Constraint | Mar 24, 2025 | Fault DetectionFew-Shot Learning | —Unverified | 0 |
| Enhancing Fault Detection in CO2 Refrigeration Systems: Optimal Sensor Selection and Robustness Analysis Using Tree-Based Machine Learning | Mar 22, 2025 | Fault Detection | —Unverified | 0 |
| Enhancing Fault Detection and Isolation in an All-Electric Auxiliary Power Unit (APU) Gas Generator by Utilizing Starter/Generator Signal | Mar 19, 2025 | AllDiagnostic | —Unverified | 0 |
| Defect Analysis and Built-In-Self-Test for Chiplet Interconnects in Fan-out Wafer-Level Packaging | Mar 18, 2025 | Fault Detection | —Unverified | 0 |
| Identification of High Impedance Faults Utilizing Recurrence Plots | Mar 4, 2025 | Fault Detection | —Unverified | 0 |
| AI and Semantic Communication for Infrastructure Monitoring in 6G-Driven Drone Swarms | Feb 26, 2025 | Fault DetectionSemantic Communication | —Unverified | 0 |
| A Novel Topology Recovery Method for Low Voltage Distribution Networks | Feb 26, 2025 | Fault Detection | —Unverified | 0 |
| Sparse Hyperparametric Itakura-Saito NMF via Bi-Level Optimization | Feb 24, 2025 | Fault Detection | —Unverified | 0 |
| Multimodal Bearing Fault Classification Under Variable Conditions: A 1D CNN with Transfer Learning | Feb 23, 2025 | Fault DetectionFriction | —Unverified | 0 |
| Unsupervised Anomaly Detection through Mass Repulsing Optimal Transport | Feb 18, 2025 | Anomaly DetectionFault Detection | CodeCode Available | 0 |
| A method for signal components identification in acoustic signal with non-Gaussian background noise using clustering of data in time-frequency domain | Feb 17, 2025 | Fault Detection | —Unverified | 0 |
| Advancing machine fault diagnosis: A detailed examination of convolutional neural networks | Feb 12, 2025 | Data AugmentationFault Detection | —Unverified | 0 |
| Integrating Physics and Data-Driven Approaches: An Explainable and Uncertainty-Aware Hybrid Model for Wind Turbine Power Prediction | Feb 11, 2025 | Fault Detectionquantile regression | CodeCode Available | 1 |