A new dam structural response estimation paradigm powered by deep learning and transfer learning techniques

Yangtao Li, Tengfei Bao, Zhixin Gao, +4

Structural Health Monitoring

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningNeural Networks (Machine Learning) +18

Underwater crack pixel-wise identification and quantification for dams via lightweight semantic segmentation and transfer learning

Yangtao Li, Tengfei Bao, Xianjun Huang, +8

Automation in Construction

Image ClassificationMachine VisionImage AnalysisData ScienceMachine Learning +11

The Prediction of Dam Displacement Time Series Using STL, Extra-Trees, and Stacked LSTM Neural Network

Yangtao Li, Tengfei Bao, Jian Gong, +2

IEEE Access

Forecasting MethodologyHydrological PredictionEngineeringMachine LearningDeterioration Modeling +17

A large-scale sensor missing data imputation framework for dams using deep learning and transfer learning strategy

Yangtao Li, Tengfei Bao, Hao Chen, +4

Measurement

Artificial IntelligenceEngineeringMachine LearningData ScienceData Imputation Framework +5

A deep residual neural network framework with transfer learning for concrete dams patch-level crack classification and weakly-supervised localization

Yangtao Li, Tengfei Bao, Bo Xu, +5

Measurement

Convolutional Neural NetworkImage ClassificationEngineeringMachine LearningFeature Learning +6

BIM and ontology-based knowledge management for dam safety monitoring

Yuhang Zhou, Tengfei Bao, Xiaosong Shu, +2

Automation in Construction

Ontology (Information Science)EngineeringOntology EngineeringManagementFoundational Ontology +5

A missing sensor measurement data reconstruction framework powered by multi-task Gaussian process regression for dam structural health monitoring systems

Yangtao Li, Tengfei Bao, Zexun Chen, +3

Measurement

Monitoring TechnologyEngineeringSensorsMeasurementUncertainty Quantification +8

VAE-TALSTM: a temporal attention and variational autoencoder-based long short-term memory framework for dam displacement prediction

Xiaosong Shu, Tengfei Bao, Yangtao Li, +2

Engineering With Computers

Dam Displacement PredictionSequence ModellingEngineeringMachine LearningTemporal Attention +7

A Hybrid Model Integrating Principal Component Analysis, Fuzzy C-Means, and Gaussian Process Regression for Dam Deformation Prediction

Yangtao Li, Tengfei Bao, Xiaosong Shu, +3

Arabian Journal for Science and Engineering

Gaussian Process RegressionFuzzy LogicEngineeringData ScienceDam Foundation +11

A Novel Seepage Behavior Prediction and Lag Process Identification Method for Concrete Dams Using HGWO-XGBoost Model

Kang Zhang, Chongshi Gu, Yantao Zhu, +4

IEEE Access

EngineeringEnvironmental MonitoringWater ResourcesSeepage MonitoringDam Foundation +11