| Response Estimation and System Identification of Dynamical Systems via Physics-Informed Neural Networks | Oct 2, 2024 | parameter estimationState Estimation | CodeCode Available | 1 |
| 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 |
| Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems | Oct 9, 2022 | Structural Health MonitoringVariational Inference | CodeCode Available | 1 |
| Dataset: Impact Events for Structural Health Monitoring of a Plastic Thin Plate | Sep 20, 2022 | Structural Health MonitoringTime Series | CodeCode Available | 1 |
| NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems | Aug 26, 2022 | parameter estimationStructural Health Monitoring | CodeCode Available | 1 |
| Digital twin for virtual sensing of ferry quays via a Gaussian Process Latent Force Model | Jun 17, 2025 | Structural Health Monitoring | —Unverified | 0 |
| Structural Vibration Monitoring with Diffractive Optical Processors | Jun 3, 2025 | Autonomous NavigationStructural Health Monitoring | —Unverified | 0 |
| Mechanical in-sensor computing: a programmable meta-sensor for structural damage classification without external electronic power | May 24, 2025 | Binary ClassificationStructural Health Monitoring | —Unverified | 0 |
| Bridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning | May 17, 2025 | Domain AdaptationStructural Health Monitoring | —Unverified | 0 |
| Localization of Impacts on Thin-Walled Structures by Recurrent Neural Networks: End-to-end Learning from Real-World Data | May 13, 2025 | Structural Health Monitoring | —Unverified | 0 |
