| 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 |
| On-Device Crack Segmentation for Edge Structural Health Monitoring | May 12, 2025 | Crack SegmentationSegmentation | —Unverified | 0 |
| Fault Diagnosis of 3D-Printed Scaled Wind Turbine Blades | May 9, 2025 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Data-Driven Structural State Estimation via Multi-Fidelity Gaussian Process Models | May 3, 2025 | State EstimationStructural Health Monitoring | —Unverified | 0 |
| Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring | Apr 15, 2025 | Fault DiagnosisStructural Health Monitoring | —Unverified | 0 |
| Guided Wave-Based Structural Awareness Under Varying Operating States via Manifold Representations | Apr 15, 2025 | Data CompressionDiagnostic | —Unverified | 0 |
| A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods | Apr 8, 2025 | Quantum Machine LearningStructural Health Monitoring | —Unverified | 0 |
| An optimal baseline selection methodology for data-driven damage detection and temperature compensation in acousto-ultrasonics | Mar 24, 2025 | Structural Health Monitoring | —Unverified | 0 |
| Active management of battery degradation in wireless sensor network using deep reinforcement learning for group battery replacement | Mar 20, 2025 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Efficient dynamic modal load reconstruction using physics-informed Gaussian processes based on frequency-sparse Fourier basis functions | Mar 12, 2025 | Gaussian ProcessesPrognosis | CodeCode Available | 0 |
| Real-Time Structural Deflection Estimation in Hydraulically Actuated Systems Using 3D Flexible Multibody Simulation and DNNs | Mar 10, 2025 | Structural Health Monitoring | —Unverified | 0 |
| Survey of Quantization Techniques for On-Device Vision-based Crack Detection | Feb 4, 2025 | QuantizationStructural Health Monitoring | —Unverified | 0 |
| FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM | Jan 31, 2025 | Computational EfficiencyCrack Segmentation | —Unverified | 0 |
| Vision-based autonomous structural damage detection using data-driven methods | Jan 28, 2025 | Structural Health Monitoring | —Unverified | 0 |
| Data-driven Detection and Evaluation of Damages in Concrete Structures: Using Deep Learning and Computer Vision | Jan 21, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| Automatic selection of the best neural architecture for time series forecasting via multi-objective optimization and Pareto optimality conditions | Jan 21, 2025 | State Space ModelsStructural Health Monitoring | —Unverified | 0 |