| Response Estimation and System Identification of Dynamical Systems via Physics-Informed Neural Networks | Oct 2, 2024 | parameter estimationState Estimation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems | Oct 9, 2022 | Structural Health MonitoringVariational Inference | CodeCode Available | 1 | 5 |
| NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems | Aug 26, 2022 | parameter estimationStructural Health Monitoring | CodeCode Available | 1 | 5 |
| Dataset: Impact Events for Structural Health Monitoring of a Plastic Thin Plate | Sep 20, 2022 | Structural Health MonitoringTime Series | CodeCode Available | 1 | 5 |
| Real-Time Video Surveillance Based Structural Health Monitoring of Civil Structures Using Artificial Neural Network | Jul 1, 2019 | Structural Health Monitoring | CodeCode Available | 0 | 5 |
| Stochastic stiffness identification and response estimation of Timoshenko beams via physics-informed Gaussian processes | Sep 21, 2023 | Gaussian ProcessesStructural Health Monitoring | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Multitask learning for improved scour detection: A dynamic wave tank study | Aug 29, 2024 | Anomaly DetectionStructural Health Monitoring | CodeCode Available | 0 | 5 |
| Foundation Models for Structural Health Monitoring | Apr 3, 2024 | Anomaly DetectionKnowledge Distillation | CodeCode Available | 0 | 5 |
| On statistic alignment for domain adaptation in structural health monitoring | May 24, 2022 | Density EstimationDomain Adaptation | CodeCode Available | 0 | 5 |
| Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform | Aug 23, 2023 | parameter estimationregression | CodeCode Available | 0 | 5 |
| Deep generative models for unsupervised delamination detection using guided waves | Aug 10, 2023 | Anomaly DetectionStructural Health Monitoring | CodeCode Available | 0 | 5 |
| Automatic crack classification by exploiting statistical event descriptors for Deep Learning | Jul 24, 2019 | General ClassificationStructural Health Monitoring | CodeCode Available | 0 | 5 |
| Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring | Jun 15, 2021 | Edge-computingfeature selection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Classification of Various Types of Damages in Honeycomb Composite Sandwich Structures using Guided Wave Structural Health Monitoring | Nov 7, 2023 | Feature EngineeringStructural Health Monitoring | CodeCode Available | 0 | 5 |
| Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting | Sep 13, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Exploring Challenges in Deep Learning of Single-Station Ground Motion Records | Mar 12, 2024 | Deep LearningStructural Health Monitoring | CodeCode Available | 0 | 5 |
| Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring | Mar 4, 2022 | Anomaly DetectionCloud Computing | CodeCode Available | 0 | 5 |
| A Meta-Learning Approach to Population-Based Modelling of Structures | Feb 15, 2023 | Gaussian ProcessesMeta-Learning | —Unverified | 0 | 0 |
| A Machine Learning-Driven Wireless System for Structural Health Monitoring | Sep 17, 2024 | Structural Health Monitoring | —Unverified | 0 | 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 | 0 |
| A Hierarchical Deep Convolutional Neural Network and Gated Recurrent Unit Framework for Structural Damage Detection | May 29, 2020 | BIG-bench Machine Learningimage-classification | —Unverified | 0 | 0 |
| A topological analysis of cointegrated data: a Z24 Bridge case study | Sep 12, 2022 | Structural Health MonitoringTime Series | —Unverified | 0 | 0 |
