Machine-Learning-Based Comprehensive Properties Prediction and Mixture Design Optimization of Ultra-High-Performance Concrete

Chang Sun, Kai Wang, Qiong Liu, +2

Sustainability

EngineeringMachine LearningCivil EngineeringConcrete TechnologyReinforced Concrete +10

A hybrid machine learning model to optimize thermal comfort and carbon emissions of large-space public buildings

Pujin Wang, Jianhui Hu, Wujun Chen

Journal of Cleaner Production

Built EnvironmentHybrid MachineEngineeringEnergy EfficiencyEnergy Management +9

Filler effects inspired high performance polyurethane elastomer design: segment arrangement control

Jiaxin Shi, Tianze Zheng, Zhiqi Wang, +6

Materials Horizons

Materials ScienceIonic LiquidHigh StrengthThermoplastic PolyurethaneEngineering +13

Damaged ceiling detection and localization in large-span structures using convolutional neural networks

Lichen Wang, Kenichi Kawaguchi, Pujin Wang

Automation in Construction

Convolutional Neural NetworkMachine VisionImage AnalysisEngineeringCeiling Detection +7

Automatic Ceiling Damage Detection in Large-Span Structures Based on Computer Vision and Deep Learning

Pujin Wang, Jianzhuang Xiao, Kenichi Kawaguchi, +1

Sustainability

Convolutional Neural NetworkEngineeringMachine LearningCeiling Damage DetectionLarge-span Structures +17

Effects of Different Isomers of Thiophenedicarboxylic Acids on the Synthesis and Properties of Thiophene-Based Sustainable Polyesters

Sunan Tian, Yan Du, Pujin Wang, +4

ACS Sustainable Chemistry & Engineering

EngineeringBioplasticThiophenedicarboxylic AcidsBio-based MaterialOrganic Chemistry +14

Building damage inspection method using UAV-based data acquisition and deep learning-based crack detection

Jiehui Wang, Tamon Ueda, Pujin Wang, +2

Journal of Civil Structural Health Monitoring

Low-Carbon and Green Materials in Construction: Latest Advances and Prospects

Jie Xiao, Lingfei Liu, Pujin Wang, +1

Buildings

EngineeringArchitectural EngineeringGreen BuildingSustainable Material DevelopmentBuilding Technology +24

Automatic detection of building surface cracks using <scp>UAV</scp> and deep learning‐combined approach

Jiehui Wang, Pujin Wang, Lei Qu, +2

Structural Concrete

An automatic building façade deterioration detection system using infrared-visible image fusion and deep learning

Pujin Wang, Jianzhuang Xiao, Xingxing Qiang, +5

Journal of Building Engineering