| A topological analysis of cointegrated data: a Z24 Bridge case study | Sep 12, 2022 | Structural Health MonitoringTime Series | —Unverified | 0 | 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 | 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 | 0 |
| Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting | Jul 1, 2020 | ImputationIncremental Learning | —Unverified | 0 | 0 |
| B-BACN: Bayesian Boundary-Aware Convolutional Network for Crack Characterization | Feb 14, 2023 | Boundary DetectionManagement | —Unverified | 0 | 0 |
| A Tensor-based Structural Health Monitoring Approach for Aeroservoelastic Systems | Dec 11, 2018 | Structural Health Monitoring | —Unverified | 0 | 0 |
| A Geometric-Aware Perspective and Beyond: Hybrid Quantum-Classical Machine Learning Methods | Apr 8, 2025 | Quantum Machine LearningStructural Health Monitoring | —Unverified | 0 | 0 |
| Active learning for regression in engineering populations: A risk-informed approach | Sep 6, 2024 | Active Learningregression | —Unverified | 0 | 0 |
| A CMOS SoC for Wireless Ultrasonic Power/Data Transfer and SHM Measurements on Structures | Oct 24, 2021 | ManagementStructural Health Monitoring | —Unverified | 0 | 0 |
| A robust deep learning-based damage identification approach for SHM considering missing data | Mar 31, 2023 | ImputationStructural Health Monitoring | —Unverified | 0 | 0 |
| A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic | Apr 13, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 | 0 |
| A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processes | Jun 23, 2022 | FormGaussian Processes | —Unverified | 0 | 0 |
| Concrete Surface Crack Detection with Convolutional-based Deep Learning Models | Jan 13, 2024 | Deep LearningStructural Health Monitoring | —Unverified | 0 | 0 |
| A Programmable CMOS Transceiver for Structural Health Monitoring | Mar 14, 2018 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Compressive-Sensing Data Reconstruction for Structural Health Monitoring: A Machine-Learning Approach | Jan 7, 2019 | BIG-bench Machine LearningCompressive Sensing | —Unverified | 0 | 0 |
| Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis | Nov 22, 2024 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Conditional deep generative models as surrogates for spatial field solution reconstruction with quantified uncertainty in Structural Health Monitoring applications | Feb 14, 2023 | Structural Health Monitoring | —Unverified | 0 | 0 |
| CrackESS: A Self-Prompting Crack Segmentation System for Edge Devices | Dec 10, 2024 | Computational EfficiencyCrack Segmentation | —Unverified | 0 | 0 |
| Crack Semantic Segmentation using the U-Net with Full Attention Strategy | Apr 29, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| CycleGAN for Undamaged-to-Damaged Domain Translation for Structural Health Monitoring and Damage Detection | Feb 16, 2022 | Structural Health MonitoringTranslation | —Unverified | 0 | 0 |
| Damage detection in an uncertain nonlinear beam based on stochastic Volterra series | Sep 10, 2024 | input filteringStructural Health Monitoring | —Unverified | 0 | 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 | 0 |
| Damage detection using in-domain and cross-domain transfer learning | Feb 7, 2021 | Structural Health MonitoringTransfer Learning | —Unverified | 0 | 0 |
| Damage identification for bridges using machine learning: Development and application to KW51 bridge | Aug 6, 2024 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Applied Bayesian Structural Health Monitoring: inclinometer data anomaly detection and forecasting | Jul 1, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |