| 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 |
| Leveraging SPD Matrices on Riemannian Manifolds in Quantum Classical Hybrid Models for Structural Health Monitoring | Jun 6, 2024 | Structural Health Monitoring | —Unverified | 0 |
| On the Condition Monitoring of Bolted Joints through Acoustic Emission and Deep Transfer Learning: Generalization, Ordinal Loss and Super-Convergence | May 29, 2024 | DenoisingSensor Fusion | —Unverified | 0 |
| Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks | May 28, 2024 | Bayesian InferenceStructural Health Monitoring | —Unverified | 0 |
| Stochastic Inference of Plate Bending from Heterogeneous Data: Physics-informed Gaussian Processes via Kirchhoff-Love Theory | May 21, 2024 | Gaussian ProcessesStructural Health Monitoring | —Unverified | 0 |
| Foundation Models for Structural Health Monitoring | Apr 3, 2024 | Anomaly DetectionKnowledge Distillation | CodeCode Available | 0 |
| Smart structural health monitoring (SHM) system for on-board localization of defects in pipes using torsional ultrasonic guided waves | Mar 17, 2024 | C++ codeStructural Health Monitoring | —Unverified | 0 |
| Exploring Challenges in Deep Learning of Single-Station Ground Motion Records | Mar 12, 2024 | Deep LearningStructural Health Monitoring | CodeCode Available | 0 |
| Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling | Feb 29, 2024 | Anomaly DetectionStructural Health Monitoring | —Unverified | 0 |
| Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damage | Feb 23, 2024 | Data CompressionStructural Health Monitoring | —Unverified | 0 |
| SHM-Traffic: DRL and Transfer learning based UAV Control for Structural Health Monitoring of Bridges with Traffic | Feb 22, 2024 | Deep Reinforcement LearningEdge Detection | —Unverified | 0 |
| Fully Data-Driven Model for Increasing Sampling Rate Frequency of Seismic Data using Super-Resolution Generative Adversarial Networks | Jan 31, 2024 | Structural Health MonitoringSuper-Resolution | —Unverified | 0 |
| Concrete Surface Crack Detection with Convolutional-based Deep Learning Models | Jan 13, 2024 | Deep LearningStructural Health Monitoring | —Unverified | 0 |
| Operational modal analysis of under-determined system based on Bayesian CP decomposition | Nov 9, 2023 | Bayesian InferenceStructural Health Monitoring | —Unverified | 0 |
| CNN-Based Structural Damage Detection using Time-Series Sensor Data | Nov 7, 2023 | Structural Health MonitoringTime Series | —Unverified | 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 |
| Quantifying the value of information transfer in population-based SHM | Nov 6, 2023 | ClassificationDomain Adaptation | —Unverified | 0 |
| Population-based wind farm monitoring based on a spatial autoregressive approach | Oct 16, 2023 | Structural Health Monitoring | —Unverified | 0 |
| Surrogate modeling for stochastic crack growth processes in structural health monitoring applications | Oct 11, 2023 | PrognosisStructural Health Monitoring | —Unverified | 0 |
| Unsupervised deep learning framework for temperature-compensated damage assessment using ultrasonic guided waves on edge device | Oct 8, 2023 | Cloud ComputingStructural Health Monitoring | —Unverified | 0 |
| Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods | Oct 6, 2023 | BenchmarkingExperimental Design | —Unverified | 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 |