| Non-contact Sensing for Anomaly Detection in Wind Turbine Blades: A focus-SVDD with Complex-Valued Auto-Encoder Approach | Jun 19, 2023 | Anomaly DetectionStructural Health Monitoring | —Unverified | 0 | 0 |
| NonSysId: A nonlinear system identification package with improved model term selection for NARMAX models | Nov 25, 2024 | Fault DiagnosisStructural Health Monitoring | —Unverified | 0 | 0 |
| Non-target Structural Displacement Measurement Using Reference Frame Based Deepflow | Mar 21, 2019 | Structural Health Monitoring | —Unverified | 0 | 0 |
| On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation | Aug 18, 2022 | PrognosisStructural Health Monitoring | —Unverified | 0 | 0 |
| On an application of graph neural networks in population based SHM | Mar 3, 2022 | Graph Neural NetworkStructural Health Monitoring | —Unverified | 0 | 0 |
| On-Device Crack Segmentation for Edge Structural Health Monitoring | May 12, 2025 | Crack SegmentationSegmentation | —Unverified | 0 | 0 |
| On generating parametrised structural data using conditional generative adversarial networks | Mar 3, 2022 | Generative Adversarial NetworkStructural Health Monitoring | —Unverified | 0 | 0 |
| Online structural health monitoring by model order reduction and deep learning algorithms | Mar 26, 2021 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Online Tensor-Based Learning for Multi-Way Data | Mar 10, 2020 | Structural Health Monitoring | —Unverified | 0 | 0 |
| 1D Convolutional Neural Networks and Applications: A Survey | May 9, 2019 | Anomaly DetectionFault Detection | —Unverified | 0 | 0 |
| On risk-based active learning for structural health monitoring | May 12, 2021 | Active LearningDescriptive | —Unverified | 0 | 0 |
| On robust risk-based active-learning algorithms for enhanced decision support | Jan 7, 2022 | Active LearningAsset Management | —Unverified | 0 | 0 |
| On the Condition Monitoring of Bolted Joints through Acoustic Emission and Deep Transfer Learning: Generalization, Ordinal Loss and Super-Convergence | May 29, 2024 | DenoisingSensor Fusion | —Unverified | 0 | 0 |
| On the topology and geometry of population-based SHM | Sep 30, 2024 | Geometrical ViewStructural Health Monitoring | —Unverified | 0 | 0 |
| On the use of Statistical Learning Theory for model selection in Structural Health Monitoring | Jan 14, 2025 | Learning TheoryModel Selection | —Unverified | 0 | 0 |
| On topological data analysis for SHM; an introduction to persistent homology | Sep 12, 2022 | Structural Health MonitoringTopological Data Analysis | —Unverified | 0 | 0 |
| On topological data analysis for structural dynamics: an introduction to persistent homology | Sep 12, 2022 | Structural Health MonitoringTopological Data Analysis | —Unverified | 0 | 0 |
| Operational modal analysis of under-determined system based on Bayesian CP decomposition | Nov 9, 2023 | Bayesian InferenceStructural Health Monitoring | —Unverified | 0 | 0 |
| Output-only Modal Identification of beams with different boundary condition | Sep 4, 2023 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Performance-based Post-earthquake Decision-making for Instrumented Buildings | Feb 24, 2020 | Decision MakingStructural Health Monitoring | —Unverified | 0 | 0 |
| 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 | 0 |
| Physics-based Reduced Order Modeling for Uncertainty Quantification of Guided Wave Propagation using Bayesian Optimization | Jul 18, 2023 | Bayesian OptimizationStructural Health Monitoring | —Unverified | 0 | 0 |
| Physics-informed Gaussian process model for Euler-Bernoulli beam elements | Aug 5, 2023 | Cantilever BeamPhysics-informed machine learning | —Unverified | 0 | 0 |
| Physics-informed machine learning for Structural Health Monitoring | Jun 30, 2022 | BIG-bench Machine LearningPhysics-informed machine learning | —Unverified | 0 | 0 |
| Population-based wind farm monitoring based on a spatial autoregressive approach | Oct 16, 2023 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Prediction of Ultrasonic Guided Wave Propagation in Solid-fluid and their Interface under Uncertainty using Machine Learning | Mar 30, 2021 | Gaussian ProcessesStructural Health Monitoring | —Unverified | 0 | 0 |
| Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data | Mar 2, 2021 | Active LearningMulti-Task Learning | —Unverified | 0 | 0 |
| Prospects and Applications of Incoherent Light in Non-contact Wireless Sensing Systems | Apr 19, 2023 | Gesture RecognitionStructural Health Monitoring | —Unverified | 0 | 0 |
| Quantification of Damage Using Indirect Structural Health Monitoring | Jan 24, 2023 | GPRregression | —Unverified | 0 | 0 |
| Quantifying the value of information transfer in population-based SHM | Nov 6, 2023 | ClassificationDomain Adaptation | —Unverified | 0 | 0 |
| Quantifying the value of positive transfer: An experimental case study | Jul 19, 2024 | Decision MakingStructural Health Monitoring | —Unverified | 0 | 0 |
| Quantum-Based Combinatorial Optimization for Optimal Sensor Placement in Civil Structures | May 3, 2023 | Combinatorial OptimizationStructural Health Monitoring | —Unverified | 0 | 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 | 0 |
| Recovering compressed images for automatic crack segmentation using generative models | Mar 6, 2020 | Compressive SensingCrack Segmentation | —Unverified | 0 | 0 |
| Robust Bayesian compressive sensing with data loss recovery for structural health monitoring signals | Mar 28, 2015 | Compressive SensingStructural Health Monitoring | —Unverified | 0 | 0 |
| Robust Wind Turbine Blade Segmentation from RGB Images in the Wild | Jun 26, 2023 | Structural Health Monitoring | —Unverified | 0 | 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 | 0 |
| SHM-Traffic: DRL and Transfer learning based UAV Control for Structural Health Monitoring of Bridges with Traffic | Feb 22, 2024 | Deep Reinforcement LearningEdge Detection | —Unverified | 0 | 0 |
| Signal-based online acceleration and strain data fusion using B-splines and Kalman filter for full-field dynamic displacement estimation | Nov 28, 2024 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Smart structural health monitoring (SHM) system for on-board localization of defects in pipes using torsional ultrasonic guided waves | Mar 17, 2024 | C++ codeStructural Health Monitoring | —Unverified | 0 | 0 |
| Spatial Damage Characterization in Self-Sensing Materials via Neural Network-Aided Electrical Impedance Tomography: A Computational Study | Oct 4, 2020 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Statistical guided-waves-based SHM via stochastic non-parametric time series models | Jan 27, 2021 | Decision MakingSensitivity | —Unverified | 0 | 0 |
| Stochastic Inference of Plate Bending from Heterogeneous Data: Physics-informed Gaussian Processes via Kirchhoff-Love Theory | May 21, 2024 | Gaussian ProcessesStructural Health Monitoring | —Unverified | 0 | 0 |
| Structural Damage Detection and Localization with Unknown Post-Damage Feature Distribution Using Sequential Change-Point Detection Method | Nov 14, 2018 | Change Point DetectionStructural Health Monitoring | —Unverified | 0 | 0 |
| Structural Damage Detection Using Ensemble Empirical Mode Decomposition, Hilbert Transform and Artificial Neural Networks | Nov 30, 2018 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Structural damage detection via hierarchical damage information with volumetric assessment | Jul 29, 2024 | Structural Health MonitoringTriple Classification | —Unverified | 0 | 0 |
| Structural Health Monitoring of Cantilever Beam, a Case Study -- Using Bayesian Neural Network AND Deep Learning | Aug 17, 2019 | BIG-bench Machine LearningCantilever Beam | —Unverified | 0 | 0 |
| Structural Health Monitoring using deep learning with optimal finite element model generated data | Dec 1, 2020 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Structural health monitoring with distributed wireless sensor networks | Jul 10, 2018 | Structural Health Monitoring | —Unverified | 0 | 0 |
| Structural State Translation: Condition Transfer between Civil Structures Using Domain-Generalization for Structural Health Monitoring | Dec 28, 2022 | Domain GeneralizationStructural Health Monitoring | —Unverified | 0 | 0 |