| Structural State Translation: Condition Transfer between Civil Structures Using Domain-Generalization for Structural Health Monitoring | Dec 28, 2022 | Domain GeneralizationStructural Health Monitoring | —Unverified | 0 |
| Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems | Dec 15, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping | Dec 7, 2022 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 0 |
| Balanced Semi-Supervised Generative Adversarial Network for Damage Assessment from Low-Data Imbalanced-Class Regime | Nov 29, 2022 | Generative Adversarial NetworkStructural Health Monitoring | —Unverified | 0 |
| Deep learning for structural health monitoring: An application to heritage structures | Nov 4, 2022 | Anomaly DetectionStructural Health Monitoring | —Unverified | 0 |
| Improving aircraft performance using machine learning: a review | Oct 20, 2022 | Structural Health Monitoring | —Unverified | 0 |
| Self-learning locally-optimal hypertuning using maximum entropy, and comparison of machine learning approaches for estimating fatigue life in composite materials | Oct 19, 2022 | Self-LearningStructural 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 |
| Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems | Oct 9, 2022 | Structural Health MonitoringVariational Inference | CodeCode Available | 1 |
| Physically Meaningful Uncertainty Quantification in Probabilistic Wind Turbine Power Curve Models as a Damage Sensitive Feature | Sep 30, 2022 | Gaussian ProcessesStructural Health Monitoring | —Unverified | 0 |
