| Quantifying the value of positive transfer: An experimental case study | Jul 19, 2024 | Decision MakingStructural Health Monitoring | —Unverified | 0 |
| Quantum-Based Combinatorial Optimization for Optimal Sensor Placement in Civil Structures | May 3, 2023 | Combinatorial OptimizationStructural Health Monitoring | —Unverified | 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 |
| Recovering compressed images for automatic crack segmentation using generative models | Mar 6, 2020 | Compressive SensingCrack Segmentation | —Unverified | 0 |
| Robust Bayesian compressive sensing with data loss recovery for structural health monitoring signals | Mar 28, 2015 | Compressive SensingStructural Health Monitoring | —Unverified | 0 |
| Robust Wind Turbine Blade Segmentation from RGB Images in the Wild | Jun 26, 2023 | Structural Health Monitoring | —Unverified | 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Statistical guided-waves-based SHM via stochastic non-parametric time series models | Jan 27, 2021 | Decision MakingSensitivity | —Unverified | 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 |
| 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 |
| Structural Damage Detection Using Ensemble Empirical Mode Decomposition, Hilbert Transform and Artificial Neural Networks | Nov 30, 2018 | Structural Health Monitoring | —Unverified | 0 |
| Structural damage detection via hierarchical damage information with volumetric assessment | Jul 29, 2024 | Structural Health MonitoringTriple Classification | —Unverified | 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 |
| Structural Health Monitoring using deep learning with optimal finite element model generated data | Dec 1, 2020 | Structural Health Monitoring | —Unverified | 0 |
| Structural health monitoring with distributed wireless sensor networks | Jul 10, 2018 | Structural Health Monitoring | —Unverified | 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 |
| Structural Vibration Monitoring with Diffractive Optical Processors | Jun 3, 2025 | Autonomous NavigationStructural Health Monitoring | —Unverified | 0 |
| Structured Machine Learning Tools for Modelling Characteristics of Guided Waves | Jan 5, 2021 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Subsurface defect imaging in PZT ceramics using dual point contact excitation and detection | Dec 4, 2019 | DenoisingStructural Health Monitoring | —Unverified | 0 |
| Surrogate modeling for stochastic crack growth processes in structural health monitoring applications | Oct 11, 2023 | PrognosisStructural Health Monitoring | —Unverified | 0 |
| Survey of Quantization Techniques for On-Device Vision-based Crack Detection | Feb 4, 2025 | QuantizationStructural Health Monitoring | —Unverified | 0 |
| Synergistic Signal Denoising for Multimodal Time Series of Structure Vibration | Aug 17, 2023 | DenoisingStructural Health Monitoring | —Unverified | 0 |
| System-reliability based multi-ensemble of GAN and one-class joint Gaussian distributions for unsupervised real-time structural health monitoring | Feb 1, 2021 | Dimensionality ReductionNovelty Detection | —Unverified | 0 |
| Time-varying Identification of Guided Wave Propagation under Varying Temperature via Non-Stationary Time Series Models | Jan 12, 2022 | Structural Health MonitoringTAR | —Unverified | 0 |
| Towards an active-learning approach to resource allocation for population-based damage prognosis | Sep 27, 2024 | Active LearningPrognosis | —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 |
| Towards risk-informed PBSHM: Populations as hierarchical systems | Mar 13, 2023 | Decision MakingStructural Health Monitoring | —Unverified | 0 |
| Transferring self-supervised pre-trained models for SHM data anomaly detection with scarce labeled data | Dec 5, 2024 | Anomaly DetectionSelf-Supervised Learning | —Unverified | 0 |
| Deep generative models for unsupervised delamination detection using guided waves | Aug 10, 2023 | Anomaly DetectionStructural Health Monitoring | CodeCode Available | 0 |
| Automatic crack classification by exploiting statistical event descriptors for Deep Learning | Jul 24, 2019 | General ClassificationStructural Health Monitoring | CodeCode Available | 0 |
| Exploring Challenges in Deep Learning of Single-Station Ground Motion Records | Mar 12, 2024 | Deep LearningStructural Health Monitoring | CodeCode Available | 0 |
| Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring | Mar 4, 2022 | Anomaly DetectionCloud Computing | CodeCode Available | 0 |
| Stochastic stiffness identification and response estimation of Timoshenko beams via physics-informed Gaussian processes | Sep 21, 2023 | Gaussian ProcessesStructural Health Monitoring | CodeCode Available | 0 |
| 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 |
| Foundation Models for Structural Health Monitoring | Apr 3, 2024 | Anomaly DetectionKnowledge Distillation | CodeCode Available | 0 |
| Multitask learning for improved scour detection: A dynamic wave tank study | Aug 29, 2024 | Anomaly DetectionStructural Health Monitoring | CodeCode Available | 0 |
| Real-Time Video Surveillance Based Structural Health Monitoring of Civil Structures Using Artificial Neural Network | Jul 1, 2019 | Structural Health Monitoring | CodeCode Available | 0 |
| On statistic alignment for domain adaptation in structural health monitoring | May 24, 2022 | Density EstimationDomain Adaptation | CodeCode Available | 0 |
| 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 |
| Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform | Aug 23, 2023 | parameter estimationregression | CodeCode Available | 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 |
| Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring | Jun 15, 2021 | Edge-computingfeature selection | CodeCode Available | 0 |
| Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting | Sep 13, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |