| Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data | Mar 2, 2021 | Active LearningMulti-Task Learning | —Unverified | 0 |
| Damage detection using in-domain and cross-domain transfer learning | Feb 7, 2021 | Structural Health MonitoringTransfer Learning | —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 |
| Statistical guided-waves-based SHM via stochastic non-parametric time series models | Jan 27, 2021 | Decision MakingSensitivity | —Unverified | 0 |
| Damage detection in operational wind turbine blades using a new approach based on machine learning | Jan 25, 2021 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Structured Machine Learning Tools for Modelling Characteristics of Guided Waves | Jan 5, 2021 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| A Bayesian methodology for localising acoustic emission sources in complex structures | Dec 21, 2020 | Structural Health Monitoring | —Unverified | 0 |
| Structural Health Monitoring using deep learning with optimal finite element model generated data | Dec 1, 2020 | Structural Health Monitoring | —Unverified | 0 |
| Manifold learning-based feature extraction for structural defect reconstruction | Oct 26, 2020 | Structural Health Monitoring | —Unverified | 0 |
| Spatial Damage Characterization in Self-Sensing Materials via Neural Network-Aided Electrical Impedance Tomography: A Computational Study | Oct 4, 2020 | Structural Health Monitoring | —Unverified | 0 |
