| Data-Driven Structural State Estimation via Multi-Fidelity Gaussian Process Models | May 3, 2025 | State EstimationStructural Health Monitoring | —Unverified | 0 |
| Damage detection using in-domain and cross-domain transfer learning | Feb 7, 2021 | Structural Health MonitoringTransfer Learning | —Unverified | 0 |
| A Bayesian methodology for localising acoustic emission sources in complex structures | Dec 21, 2020 | Structural Health Monitoring | —Unverified | 0 |
| A CMOS SoC for Wireless Ultrasonic Power/Data Transfer and SHM Measurements on Structures | Oct 24, 2021 | ManagementStructural Health Monitoring | —Unverified | 0 |
| A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring | May 1, 2021 | Graph Neural NetworkStructural Health Monitoring | —Unverified | 0 |
| A Convolutional Cost-Sensitive Crack Localization Algorithm for Automated and Reliable RC Bridge Inspection | May 23, 2019 | Semantic SegmentationStructural Health Monitoring | —Unverified | 0 |
| Uncertainty Aware Deep Neural Network for Multistatic Localization with Application to Ultrasonic Structural Health Monitoring | Jul 14, 2020 | Structural 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 |
| Semi-supervised detection of structural damage using Variational Autoencoder and a One-Class Support Vector Machine | Oct 11, 2022 | Hyperparameter OptimizationStructural Health Monitoring | —Unverified | 0 |
| Value of structural health information in partially observable stochastic environments | Dec 28, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Very High-Resolution Bridge Deformation Monitoring Using UAV-based Photogrammetry | Oct 9, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Vibration-Based Damage Detection in Wind Turbine Blades using Phase-Based Motion Estimation and Motion Magnification | Mar 30, 2018 | Motion EstimationMotion Magnification | —Unverified | 0 |
| Structural Vibration Signal Denoising Using Stacking Ensemble of Hybrid CNN-RNN | Mar 11, 2023 | DenoisingFault Diagnosis | —Unverified | 0 |
| Vision-based autonomous structural damage detection using data-driven methods | Jan 28, 2025 | Structural Health Monitoring | —Unverified | 0 |
| Wave based damage detection in solid structures using artificial neural networks | Mar 30, 2021 | Structural Health Monitoring | —Unverified | 0 |
| Wave-Informed Matrix Factorization with Global Optimality Guarantees | Jul 19, 2021 | Dictionary LearningRepresentation Learning | —Unverified | 0 |
| Bridge Structural Health Monitoring using Asynchronous Mobile Sensing Data | Jul 17, 2020 | Structural Health Monitoring | —Unverified | 0 |
| What's Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification | Feb 8, 2022 | Crack SegmentationStructural Health Monitoring | —Unverified | 0 |
| When does a bridge become an aeroplane? | Nov 27, 2024 | Structural Health MonitoringTransfer Learning | —Unverified | 0 |
| When is an SHM problem a Multi-Task-Learning problem? | May 16, 2023 | Multi-Task LearningStructural Health Monitoring | —Unverified | 0 |
| YOLO series target detection algorithms for underwater environments | Sep 7, 2023 | Structural Health Monitoring | —Unverified | 0 |
| Deep learning architectures for data-driven damage detection in nonlinear dynamic systems | Jul 4, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Deep Learning-Based Fatigue Cracks Detection in Bridge Girders using Feature Pyramid Networks | Oct 28, 2024 | Crack SegmentationStructural 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 |
| Deep Learning for Micro-Scale Crack Detection on Imbalanced Datasets Using Key Point Localization | Nov 15, 2024 | Structural Health Monitoring | —Unverified | 0 |
| Deep learning for structural health monitoring: An application to heritage structures | Nov 4, 2022 | Anomaly DetectionStructural 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 |
| Delamination prediction in composite panels using unsupervised-feature learning methods with wavelet-enhanced guided wave representations | Apr 20, 2022 | Anomaly DetectionDimensionality Reduction | —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 |
| Digital twin for virtual sensing of ferry quays via a Gaussian Process Latent Force Model | Jun 17, 2025 | Structural Health Monitoring | —Unverified | 0 |
| Distributed Machine Learning in Materials that Couple Sensing, Actuation, Computation and Communication | Jun 11, 2016 | BIG-bench Machine LearningStructural Health Monitoring | —Unverified | 0 |
| Effect of noise on output-only modal identification of beams | Aug 19, 2020 | Structural Health Monitoring | —Unverified | 0 |
| Enhancing In-Situ Structural Health Monitoring through RF Energy-Powered Sensor Nodes and Mobile Platform | Aug 20, 2023 | 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 |
| Environmental variation compensated damage classification and localization in ultrasonic guided wave SHM using self-learnt features and Gaussian mixture models | Nov 11, 2021 | Structural Health Monitoring | —Unverified | 0 |
| Fault Diagnosis of 3D-Printed Scaled Wind Turbine Blades | May 9, 2025 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM | Jan 31, 2025 | Computational EfficiencyCrack Segmentation | —Unverified | 0 |
| Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces | Mar 5, 2021 | Structural Health Monitoring | —Unverified | 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 |
| Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods | Oct 6, 2023 | BenchmarkingExperimental Design | —Unverified | 0 |
| Fully convolutional networks for structural health monitoring through multivariate time series classification | Feb 12, 2020 | General ClassificationStructural Health Monitoring | —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 |
| Gaussian Process Regression for Active Sensing Probabilistic Structural Health Monitoring: Experimental Assessment Across Multiple Damage and Loading Scenarios | Jun 28, 2021 | Decision MakingManagement | —Unverified | 0 |
| Generative Adversarial Networks for Data Generation in Structural Health Monitoring | Dec 7, 2021 | Structural Health Monitoring | —Unverified | 0 |
| Generative Adversarial Networks for Labeled Acceleration Data Augmentation for Structural Damage Detection | Dec 7, 2021 | Data AugmentationStructural Health Monitoring | —Unverified | 0 |
| Generative Adversarial Networks for Labelled Vibration Data Generation | Dec 7, 2021 | DiagnosticStructural Health Monitoring | —Unverified | 0 |
| Guided Wave-Based Structural Awareness Under Varying Operating States via Manifold Representations | Apr 15, 2025 | Data CompressionDiagnostic | —Unverified | 0 |
| Hierarchical sparse Bayesian learning: theory and application for inferring structural damage from incomplete modal data | Mar 21, 2015 | Learning TheoryStructural Health Monitoring | —Unverified | 0 |
| Improved Support Recovery Guarantees for the Group Lasso With Applications to Structural Health Monitoring | Aug 29, 2017 | Structural Health Monitoring | —Unverified | 0 |
| Improving aircraft performance using machine learning: a review | Oct 20, 2022 | Structural Health Monitoring | —Unverified | 0 |