| On partitioning of an SHM problem and parallels with transfer learning | Mar 3, 2022 | Structural Health MonitoringTransfer Learning | —Unverified | 0 |
| On an application of graph neural networks in population based SHM | Mar 3, 2022 | Graph Neural NetworkStructural Health Monitoring | —Unverified | 0 |
| On generating parametrised structural data using conditional generative adversarial networks | Mar 3, 2022 | Generative Adversarial NetworkStructural Health Monitoring | —Unverified | 0 |
| CycleGAN for Undamaged-to-Damaged Domain Translation for Structural Health Monitoring and Damage Detection | Feb 16, 2022 | Structural Health MonitoringTranslation | —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 |
| Time-varying Identification of Guided Wave Propagation under Varying Temperature via Non-Stationary Time Series Models | Jan 12, 2022 | Structural Health MonitoringTAR | —Unverified | 0 |
| On robust risk-based active-learning algorithms for enhanced decision support | Jan 7, 2022 | Active LearningAsset Management | —Unverified | 0 |
| Generative Adversarial Networks for Labelled Vibration Data Generation | Dec 7, 2021 | DiagnosticStructural Health Monitoring | —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 |
| 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 |
| A Fast Parallel Tensor Decomposition with Optimal Stochastic Gradient Descent: an Application in Structural Damage Identification | Nov 4, 2021 | Structural Health MonitoringTensor Decomposition | —Unverified | 0 |
| A CMOS SoC for Wireless Ultrasonic Power/Data Transfer and SHM Measurements on Structures | Oct 24, 2021 | ManagementStructural Health Monitoring | —Unverified | 0 |
| Blind Identification of State-Space Models in Physical Coordinates | Aug 19, 2021 | Audio Signal ProcessingState Space Models | —Unverified | 0 |
| Wave-Informed Matrix Factorization with Global Optimality Guarantees | Jul 19, 2021 | Dictionary LearningRepresentation Learning | —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 |
| Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring | Jun 15, 2021 | Edge-computingfeature selection | CodeCode Available | 0 |
| On risk-based active learning for structural health monitoring | May 12, 2021 | Active LearningDescriptive | —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 |
| Crack Semantic Segmentation using the U-Net with Full Attention Strategy | Apr 29, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Prediction of Ultrasonic Guided Wave Propagation in Solid-fluid and their Interface under Uncertainty using Machine Learning | Mar 30, 2021 | Gaussian ProcessesStructural Health Monitoring | —Unverified | 0 |
| Wave based damage detection in solid structures using artificial neural networks | Mar 30, 2021 | Structural Health Monitoring | —Unverified | 0 |
| Online structural health monitoring by model order reduction and deep learning algorithms | Mar 26, 2021 | Structural Health Monitoring | —Unverified | 0 |
| Data-driven method for real-time prediction and uncertainty quantification of fatigue failure under stochastic loading using artificial neural networks and Gaussian process regression | Mar 11, 2021 | Decision MakingGPR | —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 |