| Signal-based online acceleration and strain data fusion using B-splines and Kalman filter for full-field dynamic displacement estimation | Nov 28, 2024 | Structural Health Monitoring | —Unverified | 0 |
| When does a bridge become an aeroplane? | Nov 27, 2024 | Structural Health MonitoringTransfer Learning | —Unverified | 0 |
| NonSysId: A nonlinear system identification package with improved model term selection for NARMAX models | Nov 25, 2024 | Fault DiagnosisStructural Health Monitoring | —Unverified | 0 |
| Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis | Nov 22, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Deep Learning for Micro-Scale Crack Detection on Imbalanced Datasets Using Key Point Localization | Nov 15, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Multi-temporal crack segmentation in concrete structure using deep learning approaches | Nov 7, 2024 | Crack SegmentationDeep Learning | —Unverified | 0 |
| Deep Learning-Based Fatigue Cracks Detection in Bridge Girders using Feature Pyramid Networks | Oct 28, 2024 | Crack SegmentationStructural Health Monitoring | —Unverified | 0 |
| Addressing the Pitfalls of Image-Based Structural Health Monitoring: A Focus on False Positives, False Negatives, and Base Rate Bias | Oct 27, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Multi-input Multi-output Loewner Framework for Vibration-based Damage Detection on a Trainer Jet | Oct 26, 2024 | BenchmarkingCantilever Beam | —Unverified | 0 |
| Very High-Resolution Bridge Deformation Monitoring Using UAV-based Photogrammetry | Oct 9, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Deep learning-based Visual Measurement Extraction within an Adaptive Digital Twin Framework from Limited Data Using Transfer Learning | Oct 7, 2024 | Data IntegrationDecision Making | —Unverified | 0 |
| Response Estimation and System Identification of Dynamical Systems via Physics-Informed Neural Networks | Oct 2, 2024 | parameter estimationState Estimation | CodeCode Available | 1 |
| Data-driven Framework for Forward and Inverse Problems in Guided Waves-Based Structural Health Monitoring Under Varying Environmental and Operating Conditions | Oct 1, 2024 | Structural Health Monitoring | —Unverified | 0 |
| On the topology and geometry of population-based SHM | Sep 30, 2024 | Geometrical ViewStructural Health Monitoring | —Unverified | 0 |
| Towards an active-learning approach to resource allocation for population-based damage prognosis | Sep 27, 2024 | Active LearningPrognosis | —Unverified | 0 |
| A Machine Learning-Driven Wireless System for Structural Health Monitoring | Sep 17, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Damage detection in an uncertain nonlinear beam based on stochastic Volterra series | Sep 10, 2024 | input filteringStructural Health Monitoring | —Unverified | 0 |
| Active learning for regression in engineering populations: A risk-informed approach | Sep 6, 2024 | Active Learningregression | —Unverified | 0 |
| Multitask learning for improved scour detection: A dynamic wave tank study | Aug 29, 2024 | Anomaly DetectionStructural Health Monitoring | CodeCode Available | 0 |
| Damage identification for bridges using machine learning: Development and application to KW51 bridge | Aug 6, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Structural damage detection via hierarchical damage information with volumetric assessment | Jul 29, 2024 | Structural Health MonitoringTriple Classification | —Unverified | 0 |
| Quantifying the value of positive transfer: An experimental case study | Jul 19, 2024 | Decision MakingStructural Health Monitoring | —Unverified | 0 |
| Deep learning architectures for data-driven damage detection in nonlinear dynamic systems | Jul 4, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Enhancing robustness of data-driven SHM models: adversarial training with circle loss | Jun 20, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Multiple-input, multiple-output modal testing of a Hawk T1A aircraft: A new full-scale dataset for structural health monitoring | Jun 7, 2024 | DescriptiveStructural Health Monitoring | —Unverified | 0 |