Concepedia

Pengyuan Liu

PL

23

Publications

743

Citations

16

H-Index

2003

Active since

Affiliations

National University of Singapore(Current)

Wuhan University

CHI Health Creighton University Medical Center - Bergan Mercy

Hunan Normal University

Zhejiang University

Pengyuan Liu is an author at National University of Singapore specializing in engineering, data science, and social sciences.

Top concepts

EngineeringData ScienceSocial SciencesMachine LearningGeographyDeep LearningUrban PlanningComputer ScienceMedicineGynecology

Publications per year

2003–2025

23

Publications

23

Towards Human-centric Digital Twins: Leveraging Computer Vision and Graph Models to Predict Outdoor Comfort

Pengyuan Liu, Tianhong Zhao, Junjie Luo et al. · Sustainable Cities and Society · 2023 · 82 citations

Predict Outdoor Comfort, Machine Vision, Machine Learning +12

Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review

Siqin Wang, Xiao Huang, Pengyuan Liu et al. · International Journal of Applied Earth Observation and Geoinformation · 2024 · 78 citations · Full text

Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image

Yan Zhang, Pengyuan Liu, Filip Biljecki · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 73 citations · Full text

Explainable spatially explicit geospatial artificial intelligence in urban analytics

Pengyuan Liu, Yan Zhang, Filip Biljecki · Environment and Planning B Urban Analytics and City Science · 2023 · 48 citations

Artificial Intelligence, Engineering, Machine Learning +21

Predicting building characteristics at urban scale using graph neural networks and street-level context

Binyu Lei, Pengyuan Liu, Nikola Milojevic-Dupont et al. · Computers Environment and Urban Systems · 2024 · 44 citations

Built Environment, Graph Neural Networks, Data Science +8

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