| 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 |
| 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 |
| CNN-Based Structural Damage Detection using Time-Series Sensor Data | Nov 7, 2023 | Structural Health MonitoringTime Series | —Unverified | 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 |
| From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring | Sep 20, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting | Sep 13, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| YOLO series target detection algorithms for underwater environments | Sep 7, 2023 | Structural Health Monitoring | —Unverified | 0 |
| Deep Learning Overloaded Vehicle Identification for Long Span Bridges Based on Structural Health Monitoring Data | Sep 4, 2023 | Deep LearningStructural Health Monitoring | —Unverified | 0 |
| Output-only Modal Identification of beams with different boundary condition | Sep 4, 2023 | Structural Health Monitoring | —Unverified | 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 |
| Enhancing In-Situ Structural Health Monitoring through RF Energy-Powered Sensor Nodes and Mobile Platform | Aug 20, 2023 | Structural Health Monitoring | —Unverified | 0 |
| Synergistic Signal Denoising for Multimodal Time Series of Structure Vibration | Aug 17, 2023 | DenoisingStructural Health Monitoring | —Unverified | 0 |
| A physics-informed machine learning model for reconstruction of dynamic loads | Aug 15, 2023 | Physics-informed machine learningPrognosis | —Unverified | 0 |
| Deep generative models for unsupervised delamination detection using guided waves | Aug 10, 2023 | Anomaly DetectionStructural Health Monitoring | CodeCode Available | 0 |
| Physics-informed Gaussian process model for Euler-Bernoulli beam elements | Aug 5, 2023 | Cantilever BeamPhysics-informed machine learning | —Unverified | 0 |
| Physics-based Reduced Order Modeling for Uncertainty Quantification of Guided Wave Propagation using Bayesian Optimization | Jul 18, 2023 | Bayesian OptimizationStructural Health Monitoring | —Unverified | 0 |
| A decision framework for selecting information-transfer strategies in population-based SHM | Jul 13, 2023 | Structural Health MonitoringTransfer Learning | —Unverified | 0 |
| Applied Bayesian Structural Health Monitoring: inclinometer data anomaly detection and forecasting | Jul 1, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Robust Wind Turbine Blade Segmentation from RGB Images in the Wild | Jun 26, 2023 | Structural Health Monitoring | —Unverified | 0 |
| Non-contact Sensing for Anomaly Detection in Wind Turbine Blades: A focus-SVDD with Complex-Valued Auto-Encoder Approach | Jun 19, 2023 | Anomaly DetectionStructural Health Monitoring | —Unverified | 0 |
| When is an SHM problem a Multi-Task-Learning problem? | May 16, 2023 | Multi-Task LearningStructural Health Monitoring | —Unverified | 0 |
| Neural operator for structural simulation and bridge health monitoring | May 13, 2023 | Structural Health Monitoring | —Unverified | 0 |
| Quantum-Based Combinatorial Optimization for Optimal Sensor Placement in Civil Structures | May 3, 2023 | Combinatorial OptimizationStructural Health Monitoring | —Unverified | 0 |
| Prospects and Applications of Incoherent Light in Non-contact Wireless Sensing Systems | Apr 19, 2023 | Gesture RecognitionStructural Health Monitoring | —Unverified | 0 |
| Integrating Edge-AI in Structural Health Monitoring domain | Apr 7, 2023 | Decision MakingStructural Health Monitoring | —Unverified | 0 |
| A robust deep learning-based damage identification approach for SHM considering missing data | Mar 31, 2023 | ImputationStructural Health Monitoring | —Unverified | 0 |
| Towards risk-informed PBSHM: Populations as hierarchical systems | Mar 13, 2023 | Decision MakingStructural Health Monitoring | —Unverified | 0 |
| Structural Vibration Signal Denoising Using Stacking Ensemble of Hybrid CNN-RNN | Mar 11, 2023 | DenoisingFault Diagnosis | —Unverified | 0 |
| Better Together: Using Multi-task Learning to Improve Feature Selection within Structural Datasets | Mar 8, 2023 | feature selectionMulti-Task Learning | —Unverified | 0 |