| Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers | Jun 23, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Integrating Edge-AI in Structural Health Monitoring domain | Apr 7, 2023 | Decision MakingStructural Health Monitoring | —Unverified | 0 |
| Intensity-Based Feature Selection for Near Real-Time Damage Diagnosis of Building Structures | Oct 23, 2019 | Bayesian Optimizationfeature selection | —Unverified | 0 |
| Leveraging Gaussian Process and Voting-Empowered Many-Objective Evaluation for Fault Identification | Oct 29, 2018 | Structural Health Monitoring | —Unverified | 0 |
| Leveraging SPD Matrices on Riemannian Manifolds in Quantum Classical Hybrid Models for Structural Health Monitoring | Jun 6, 2024 | Structural 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 |
| Lost Vibration Test Data Recovery Using Convolutional Neural Network: A Case Study | Apr 11, 2022 | Structural Health Monitoring | —Unverified | 0 |
| Machine-learning-based methods for output only structural modal identification | Apr 16, 2020 | BIG-bench Machine LearningStructural Health Monitoring | —Unverified | 0 |
| Manifold learning-based feature extraction for structural defect reconstruction | Oct 26, 2020 | Structural 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 |
| Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damage | Feb 23, 2024 | Data CompressionStructural Health Monitoring | —Unverified | 0 |
| Modelling variability in vibration-based PBSHM via a generalised population form | Mar 14, 2022 | FormGaussian Processes | —Unverified | 0 |
| Model Uncertainty Quantification for Reliable Deep Vision Structural Health Monitoring | Apr 10, 2020 | Bayesian InferencePrediction | —Unverified | 0 |
| MSCrackMamba: Leveraging Vision Mamba for Crack Detection in Fused Multispectral Imagery | Dec 9, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Multi-input Multi-output Loewner Framework for Vibration-based Damage Detection on a Trainer Jet | Oct 26, 2024 | BenchmarkingCantilever Beam | —Unverified | 0 |
| Multi-Objective Variational Autoencoder: an Application for Smart Infrastructure Maintenance | Mar 11, 2020 | Structural Health Monitoring | —Unverified | 0 |
| Multiple-input, multiple-output modal testing of a Hawk T1A aircraft: A new full-scale dataset for structural health monitoring | Jun 7, 2024 | DescriptiveStructural Health Monitoring | —Unverified | 0 |
| Multi-temporal crack segmentation in concrete structure using deep learning approaches | Nov 7, 2024 | Crack SegmentationDeep Learning | —Unverified | 0 |
| NeCPD: An Online Tensor Decomposition with Optimal Stochastic Gradient Descent | Mar 18, 2020 | Structural Health MonitoringTensor Decomposition | —Unverified | 0 |
| Neural operator for structural simulation and bridge health monitoring | May 13, 2023 | Structural Health Monitoring | —Unverified | 0 |
| 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 |
| NonSysId: A nonlinear system identification package with improved model term selection for NARMAX models | Nov 25, 2024 | Fault DiagnosisStructural Health Monitoring | —Unverified | 0 |
| Non-target Structural Displacement Measurement Using Reference Frame Based Deepflow | Mar 21, 2019 | Structural Health Monitoring | —Unverified | 0 |
| On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation | Aug 18, 2022 | PrognosisStructural Health Monitoring | —Unverified | 0 |
| On an application of graph neural networks in population based SHM | Mar 3, 2022 | Graph Neural NetworkStructural Health Monitoring | —Unverified | 0 |
| On-Device Crack Segmentation for Edge Structural Health Monitoring | May 12, 2025 | Crack SegmentationSegmentation | —Unverified | 0 |
| On generating parametrised structural data using conditional generative adversarial networks | Mar 3, 2022 | Generative Adversarial NetworkStructural Health Monitoring | —Unverified | 0 |
| Online structural health monitoring by model order reduction and deep learning algorithms | Mar 26, 2021 | Structural Health Monitoring | —Unverified | 0 |
| Online Tensor-Based Learning for Multi-Way Data | Mar 10, 2020 | Structural Health Monitoring | —Unverified | 0 |
| On partitioning of an SHM problem and parallels with transfer learning | Mar 3, 2022 | Structural Health MonitoringTransfer Learning | —Unverified | 0 |
| On risk-based active learning for structural health monitoring | May 12, 2021 | Active LearningDescriptive | —Unverified | 0 |
| On robust risk-based active-learning algorithms for enhanced decision support | Jan 7, 2022 | Active LearningAsset Management | —Unverified | 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 |
| On the topology and geometry of population-based SHM | Sep 30, 2024 | Geometrical ViewStructural Health Monitoring | —Unverified | 0 |
| On the use of Statistical Learning Theory for model selection in Structural Health Monitoring | Jan 14, 2025 | Learning TheoryModel Selection | —Unverified | 0 |
| On topological data analysis for SHM; an introduction to persistent homology | Sep 12, 2022 | Structural Health MonitoringTopological Data Analysis | —Unverified | 0 |
| On topological data analysis for structural dynamics: an introduction to persistent homology | Sep 12, 2022 | Structural Health MonitoringTopological Data Analysis | —Unverified | 0 |
| Operational modal analysis of under-determined system based on Bayesian CP decomposition | Nov 9, 2023 | Bayesian InferenceStructural Health Monitoring | —Unverified | 0 |
| Output-only Modal Identification of beams with different boundary condition | Sep 4, 2023 | Structural Health Monitoring | —Unverified | 0 |
| Performance-based Post-earthquake Decision-making for Instrumented Buildings | Feb 24, 2020 | Decision MakingStructural Health Monitoring | —Unverified | 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 |
| Physics-based Reduced Order Modeling for Uncertainty Quantification of Guided Wave Propagation using Bayesian Optimization | Jul 18, 2023 | Bayesian OptimizationStructural Health Monitoring | —Unverified | 0 |
| Physics-informed Gaussian process model for Euler-Bernoulli beam elements | Aug 5, 2023 | Cantilever BeamPhysics-informed machine learning | —Unverified | 0 |
| Physics-informed machine learning for Structural Health Monitoring | Jun 30, 2022 | BIG-bench Machine LearningPhysics-informed machine learning | —Unverified | 0 |
| Population-based wind farm monitoring based on a spatial autoregressive approach | Oct 16, 2023 | Structural Health Monitoring | —Unverified | 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 |
| Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data | Mar 2, 2021 | Active LearningMulti-Task Learning | —Unverified | 0 |
| Prospects and Applications of Incoherent Light in Non-contact Wireless Sensing Systems | Apr 19, 2023 | Gesture RecognitionStructural Health Monitoring | —Unverified | 0 |
| Quantification of Damage Using Indirect Structural Health Monitoring | Jan 24, 2023 | GPRregression | —Unverified | 0 |
| Quantifying the value of information transfer in population-based SHM | Nov 6, 2023 | ClassificationDomain Adaptation | —Unverified | 0 |