Data-driven support vector machine with optimization techniques for structural health monitoring and damage detection

Guoqing Gui, Hong Pan, Zhibin Lin, +2

KSCE Journal of Civil Engineering

Support Vector MachineEngineeringMachine LearningData ScienceData Mining +13

Time-Frequency-Based Data-Driven Structural Diagnosis and Damage Detection for Cable-Stayed Bridges

Hong Pan, Mohsen Azimi, Fei Yan, +1

Journal of Bridge Engineering

Condition MonitoringReliability EngineeringEngineeringStructural VibrationData Science +13

Effect of melting point on thermodynamics of thin PCM reinforced residential frame walls in different climate zones

Mingli Li, Qi Cao, Hong Pan, +2

Applied Thermal Engineering

Thermal InsulationEngineeringThin PcmResidential Frame WallsCivil Engineering +5

Machine Learning-Enriched Lamb Wave Approaches for Automated Damage Detection

Zi Zhang, Hong Pan, Xingyu Wang, +1

Sensors

EngineeringMachine LearningMechanical EngineeringFeature SelectionFeature Extraction +15

Comparative Study of Three Carbon Additives: Carbon Nanotubes, Graphene, and Fullerene-C60, for Synthesizing Enhanced Polymer Nanocomposites

Xingyu Wang, Fujian Tang, Qi Cao, +6

Nanomaterials

EngineeringCarbon NanotechnologyPolymer NanocompositesChemistryCarbon-based Nanocomposites +21

The initiation and formation of a double-layer phosphate conversion coating on steel

Congcong Jiang, Zidong Gao, Hong Pan, +1

Electrochemistry Communications

Materials EngineeringMaterials ScienceChemical EngineeringPcc CoatingDouble-layer Phosphate Conversion +9

Pixel-Level Fatigue Crack Segmentation in Large-Scale Images of Steel Structures Using an Encoder–Decoder Network

Chuan‐Zhi Dong, Liangding Li, Jin Yan, +3

Sensors

EngineeringFatigue Crack InspectionSteel StructuresImage ForensicsImage Analysis +15

CNN-LSTM Hybrid Model to Promote Signal Processing of Ultrasonic Guided Lamb Waves for Damage Detection in Metallic Pipelines

Li Shang, Zi Zhang, Fujian Tang, +3

Sensors

Convolutional Neural NetworkEngineeringMachine LearningWell DiagnosticsMechanical Engineering +16

Deep BBN Learning for Health Assessment toward Decision-Making on Structures under Uncertainties

Hong Pan, Guoqing Gui, Zhibin Lin, +1

KSCE Journal of Civil Engineering

Artificial IntelligenceHealth AssessmentEngineeringMachine LearningHealth Policy +7

Improved semi-active control algorithm for hydraulic damper-based braced buildings

Mohsen Azimi, Akbar Rasoulnia, Zhibin Lin, +1

Structural Control and Health Monitoring

Earthquake EngineeringEngineeringSemi-active Control AlgorithmCivil EngineeringSeismic Isolation +13