| Neural Associative Skill Memories for safer robotics and modelling human sensorimotor repertoires | May 14, 2025 | Fault Detection | —Unverified | 0 |
| Fault Detection Method for Power Conversion Circuits Using Thermal Image and Convolutional Autoencoder | May 13, 2025 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Efficient Fault Detection in WSN Based on PCA-Optimized Deep Neural Network Slicing Trained with GOA | May 11, 2025 | Fault Detection | —Unverified | 0 |
| Fault Diagnosis of 3D-Printed Scaled Wind Turbine Blades | May 9, 2025 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Efficient Fairness Testing in Large Language Models: Prioritizing Metamorphic Relations for Bias Detection | May 9, 2025 | Bias DetectionDiversity | —Unverified | 0 |
| Comparative Study of Generative Models for Early Detection of Failures in Medical Devices | May 7, 2025 | Fault Detection | CodeCode Available | 0 |
| Benchmarking Traditional Machine Learning and Deep Learning Models for Fault Detection in Power Transformers | May 7, 2025 | BenchmarkingFault Detection | CodeCode Available | 0 |
| Global Task-aware Fault Detection, Identification For On-Orbit Multi-Spacecraft Collaborative Inspection | May 6, 2025 | Fault Detection | —Unverified | 0 |
| Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural Networks | Apr 28, 2025 | Fault DetectionFault Diagnosis | CodeCode Available | 0 |
| Fault Detection and Human Intervention in Vehicle Platooning: A Multi-Model Framework | Apr 28, 2025 | Autonomous VehiclesComputational Efficiency | —Unverified | 0 |
| 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 |
| UniFault: A Fault Diagnosis Foundation Model from Bearing Data | Apr 2, 2025 | Fault DetectionFault Diagnosis | —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 |
| Fault injection analysis of Real NVP normalising flow model for satellite anomaly detection | Apr 2, 2025 | Anomaly DetectionEarth Observation | —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 |
| A Novel Topology Recovery Method for Low Voltage Distribution Networks | Feb 26, 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 |
| 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 |
| Enhanced Rapid Detection of High-impedance Arc Faults in Medium Voltage Electrical Distribution Networks | Feb 9, 2025 | ARCFault Detection | —Unverified | 0 |
| Tracking Error Based Fault Tolerant Scheme for Marine Vehicles with Thruster Redundancy | Jan 31, 2025 | Fault Detectionparameter estimation | —Unverified | 0 |
| KKL Observer Synthesis for Nonlinear Systems via Physics-Informed Learning | Jan 20, 2025 | Fault DetectionState Estimation | —Unverified | 0 |
| AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL | Jan 15, 2025 | Fault DetectionMulti-agent Reinforcement Learning | —Unverified | 0 |
| Quantum Annealing for Robust Principal Component Analysis | Jan 11, 2025 | DenoisingDiagnostic | CodeCode Available | 0 |
| Detecting Defective Wafers Via Modular Networks | Jan 6, 2025 | Fault Detection | —Unverified | 0 |
| Are GNNs Actually Effective for Multimodal Fault Diagnosis in Microservice Systems? | Jan 6, 2025 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| GCN-ABFT: Low-Cost Online Error Checking for Graph Convolutional Networks | Dec 24, 2024 | Fault Detection | —Unverified | 0 |
| Deep Reinforcement Learning Based Systems for Safety Critical Applications in Aerospace | Dec 21, 2024 | Deep Reinforcement LearningDefect Detection | —Unverified | 0 |
| Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism | Dec 15, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Fault Isolation for the Ink Deposition Process in High-End Industrial Printers | Dec 10, 2024 | Fault Detection | —Unverified | 0 |
| Model-Agnostic Meta-Learning for Fault Diagnosis of Induction Motors in Data-Scarce Environments with Varying Operating Conditions and Electric Drive Noise | Dec 5, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| FD-LLM: Large Language Model for Fault Diagnosis of Machines | Dec 2, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| SPF-Net: Solar panel fault detection using U-Net based deep learning image classification | Dec 1, 2024 | Deep LearningFault Detection | —Unverified | 0 |
| Residual Attention Single-Head Vision Transformer Network for Rolling Bearing Fault Diagnosis in Noisy Environments | Nov 27, 2024 | Computational EfficiencyFault Detection | —Unverified | 0 |
| Finding One's Bearings in the Hyperparameter Landscape of a Wide-Kernel Convolutional Fault Detector | Nov 19, 2024 | Fault Detection | —Unverified | 0 |