| Synergistic Signal Denoising for Multimodal Time Series of Structure Vibration | Aug 17, 2023 | DenoisingStructural Health Monitoring | —Unverified | 0 |
| System-reliability based multi-ensemble of GAN and one-class joint Gaussian distributions for unsupervised real-time structural health monitoring | Feb 1, 2021 | Dimensionality ReductionNovelty Detection | —Unverified | 0 |
| Time-varying Identification of Guided Wave Propagation under Varying Temperature via Non-Stationary Time Series Models | Jan 12, 2022 | Structural Health MonitoringTAR | —Unverified | 0 |
| Towards an active-learning approach to resource allocation for population-based damage prognosis | Sep 27, 2024 | Active LearningPrognosis | —Unverified | 0 |
| Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring | Apr 15, 2025 | Fault DiagnosisStructural Health Monitoring | —Unverified | 0 |
| Towards risk-informed PBSHM: Populations as hierarchical systems | Mar 13, 2023 | Decision MakingStructural Health Monitoring | —Unverified | 0 |
| Transferring self-supervised pre-trained models for SHM data anomaly detection with scarce labeled data | Dec 5, 2024 | Anomaly DetectionSelf-Supervised Learning | —Unverified | 0 |
| Deep generative models for unsupervised delamination detection using guided waves | Aug 10, 2023 | Anomaly DetectionStructural Health Monitoring | CodeCode Available | 0 |
| Automatic crack classification by exploiting statistical event descriptors for Deep Learning | Jul 24, 2019 | General ClassificationStructural Health Monitoring | CodeCode Available | 0 |
| Exploring Challenges in Deep Learning of Single-Station Ground Motion Records | Mar 12, 2024 | Deep LearningStructural Health Monitoring | CodeCode Available | 0 |
| Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring | Mar 4, 2022 | Anomaly DetectionCloud Computing | CodeCode Available | 0 |
| Stochastic stiffness identification and response estimation of Timoshenko beams via physics-informed Gaussian processes | Sep 21, 2023 | Gaussian ProcessesStructural Health Monitoring | CodeCode Available | 0 |
| Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping | Dec 7, 2022 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 0 |
| Foundation Models for Structural Health Monitoring | Apr 3, 2024 | Anomaly DetectionKnowledge Distillation | CodeCode Available | 0 |
| Multitask learning for improved scour detection: A dynamic wave tank study | Aug 29, 2024 | Anomaly DetectionStructural Health Monitoring | CodeCode Available | 0 |
| Real-Time Video Surveillance Based Structural Health Monitoring of Civil Structures Using Artificial Neural Network | Jul 1, 2019 | Structural Health Monitoring | CodeCode Available | 0 |
| On statistic alignment for domain adaptation in structural health monitoring | May 24, 2022 | Density EstimationDomain Adaptation | CodeCode Available | 0 |
| Classification of Various Types of Damages in Honeycomb Composite Sandwich Structures using Guided Wave Structural Health Monitoring | Nov 7, 2023 | Feature EngineeringStructural Health Monitoring | CodeCode Available | 0 |
| Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform | Aug 23, 2023 | parameter estimationregression | CodeCode Available | 0 |
| Efficient dynamic modal load reconstruction using physics-informed Gaussian processes based on frequency-sparse Fourier basis functions | Mar 12, 2025 | Gaussian ProcessesPrognosis | CodeCode Available | 0 |
| Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring | Jun 15, 2021 | Edge-computingfeature selection | CodeCode Available | 0 |
| Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting | Sep 13, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |