Pengyuan Liu - Concepedia

Author

Pengyuan Liu

National University of Singapore ORCID

Also Known As

Grinberger, A. Yair, Liu Pengyuan, Liu, Pengyuan, Peng-Yuan Liu, Peng-yuan Liu, Pengyuan Liu

116

Publications

999

Citations

H-Index

Concepts

All Affiliations

National University of Singapore Wuhan University CHI Health Creighton University Medical Center - Bergan Mercy Hunan Normal University Zhejiang University

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	354
2	Medicine	3	3	68
3	Business	1	1	21
4	Health Sciences	1	1	15
5	Public Health	1	1	16

Pengyuan Liu

Publications

743

Citations

H-Index

Page 1

	Year	Citations
Towards Human-centric Digital Twins: Leveraging Computer Vision and Graph Models to Predict Outdoor Comfort Pengyuan Liu, Tianhong Zhao, Junjie Luo, Sustainable Cities and Society Predict Outdoor ComfortMachine VisionMachine LearningImage AnalysisData Science	2023	82
Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review Siqin Wang, Xiao Huang, Pengyuan Liu, International Journal of Applied Earth Observation and Geoinformation	2024	78
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
Explainable spatially explicit geospatial artificial intelligence in urban analytics Pengyuan Liu, Yan Zhang, Filip Biljecki Environment and Planning B Urban Analytics and City Science Artificial IntelligenceEngineeringMachine LearningGeographic AnalyticsSocial Sciences	2023	48
Predicting building characteristics at urban scale using graph neural networks and street-level context Binyu Lei, Pengyuan Liu, Nikola Milojevic-Dupont, Computers Environment and Urban Systems Built EnvironmentGraph Neural NetworksData ScienceUrban ModellingUrban Scale	2024	44
Iterative Reweighted Tikhonov-Regularized Multihypothesis Prediction Scheme for Distributed Compressive Video Sensing Can Chen, Chao Zhou, Pengyuan Liu, IEEE Transactions on Circuits and Systems for Video Technology Inaccurate RegularizationsSparse RepresentationEngineeringMachine LearningData Science	2018	42
Coupling a Physical Replica with a Digital Twin: A Comparison of Participatory Decision-Making Methods in an Urban Park Environment Junjie Luo, Pengyuan Liu, Lei Cao ISPRS International Journal of Geo-Information EngineeringUrban InformaticsBehavioral Decision MakingSmart CityPublic Participation	2022	39
Performance of the primary air concentrators on anthracite ignition and combustion in a 600 MW supercritical arch-fired boiler Pengyuan Liu, Jiajia Gao, Hai Zhang, Fuel Processing Technology Combustion ScienceCombustion EngineeringPrimary Air ConcentratorsAnthracite IgnitionHeterogeneous Combustion	2017	38
Estrogen receptor α and vitamin D receptor gene polymorphisms and bone mineral density: association study of healthy pre- and postmenopausal Chinese women Yuanyuan Zhang, Jirong Long, Pengyuan Liu, Biochemical and Biophysical Research Communications Bone HealthBone Mineral DensityGynecologyEstrogen Receptor αMenopause	2003	37
A perception-powered urban digital twin to support human-centered urban planning and sustainable city development Junjie Luo, Pengyuan Liu, Wenhui Xu, Cities Urban DesignEngineeringSustainable CitiesUrban InformaticsSmart City	2024	35

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