Fan Zhang (張帆)

Fan Zhang (張帆)

Massachusetts Institute of Technology

H-index: 25

North America-United States

About Fan Zhang (張帆)

Fan Zhang (張帆), With an exceptional h-index of 25 and a recent h-index of 25 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Urban Data Science, GIScience, GeoAI, Urban Visual Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Power generation assessment of photovoltaic noise barriers across 52 major Chinese cities

Measuring greenspace in rural areas for studies of birth outcomes: A comparison of street view data and satellite data

Unraveling adaptive changes in electric vehicle charging behavior toward the postpandemic era by federated meta-learning

Spatiotemporal Fusion Transformer for large-scale traffic forecasting

Integrating photovoltaic noise barriers and electric vehicle charging stations for sustainable city transportation

Urban Visual Intelligence: Studying Cities with Artificial Intelligence and Street-Level Imagery

A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters Wayfinding

GreenScan: Towards large-scale monitoring the health of urban trees using mobile sensing

Fan Zhang (張帆) Information

University

Position

___

Citations(all)

2626

Citations(since 2020)

2588

Cited By

447

hIndex(all)

25

hIndex(since 2020)

25

i10Index(all)

42

i10Index(since 2020)

42

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Fan Zhang (張帆) Skills & Research Interests

Urban Data Science

GIScience

GeoAI

Urban Visual Intelligence

Top articles of Fan Zhang (張帆)

Title

Journal

Author(s)

Publication Date

Power generation assessment of photovoltaic noise barriers across 52 major Chinese cities

Applied Energy

Kai Zhang

Dajiang Wang

Min Chen

Rui Zhu

Fan Zhang

...

2024/5/1

Measuring greenspace in rural areas for studies of birth outcomes: A comparison of street view data and satellite data

GeoHealth

Xun Shi

Fan Zhang

Jonathan W Chipman

Meifang Li

Camilo Khatchikian

...

2024/4

Unraveling adaptive changes in electric vehicle charging behavior toward the postpandemic era by federated meta-learning

Linlin You

Rui Zhu

Mei-Po Kwan

Min Chen

Fan Zhang

...

2024/3/3

Spatiotemporal Fusion Transformer for large-scale traffic forecasting

Information Fusion

Zhenghong Wang

Yi Wang

Furong Jia

Fan Zhang

Nikita Klimenko

...

2024/2/5

Integrating photovoltaic noise barriers and electric vehicle charging stations for sustainable city transportation

Sustainable Cities and Society

Kai Zhang

Min Chen

Rui Zhu

Fan Zhang

Teng Zhong

...

2024/1/1

Urban Visual Intelligence: Studying Cities with Artificial Intelligence and Street-Level Imagery

Fan Zhang

Arianna Salazar-Miranda

Fábio Duarte

Lawrence Vale

Gary Hack

...

2024/2/15

A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters Wayfinding

ISPRS Journal of Photogrammetry and Remote Sensing

Chuanbo Hu

Shan Jia

Fan Zhang

Xin Li

2023/1/1

GreenScan: Towards large-scale monitoring the health of urban trees using mobile sensing

arXiv preprint arXiv:2312.14364

Akshit Gupta

Simone Mora

Fan Zhang

Martine Rutten

R Venkatesha Prasad

...

2023/12/22

Iterative integration of deep learning in hybrid Earth surface system modelling

Min Chen

Zhen Qian

Niklas Boers

Anthony J Jakeman

Albert J Kettner

...

2023/8

A sustainable solar city: From utopia to reality facilitated by GIScience

The Innovation Geoscience

Rui Zhu

Fan Zhang

Jinyue Yan

Carlo Ratti

Min Chen

2023/5/24

Comprehensive urban space representation with varying numbers of street-level images

Computers, Environment and Urban Systems

Yingjing Huang

Fan Zhang

Yong Gao

Wei Tu

Fabio Duarte

...

2023/12/1

Carbon mitigation potential afforded by rooftop photovoltaic in China

Nature Communications

Zhixin Zhang

Min Chen

Teng Zhong

Rui Zhu

Zhen Qian

...

2023/4/24

Assessing differences in safety perceptions using GeoAI and survey across neighbourhoods in Stockholm, Sweden

Landscape and Urban Planning

Yuhao Kang

Jonatan Abraham

Vania Ceccato

Fábio Duarte

Song Gao

...

2023/8/1

Planning the installation of building-integrated photovoltaic shading devices: A GIS-based spatiotemporal analysis and optimization approach

Renewable Energy

Yuxuan Ye

Rui Zhu

Jinyue Yan

Lin Lu

Man Sing Wong

...

2023/11/1

Street-level imagery analytics and applications

ISPRS Journal of Photogrammetry and Remote Sensing

Fan Zhang

Jan Dirk Wegner

Bisheng Yang

Yu Liu

2023/5

Urban visual intelligence: Uncovering hidden city profiles with street view images

Proceedings of the National Academy of Sciences

Zhuangyuan Fan

Fan Zhang

Becky PY Loo

Carlo Ratti

2023/7/4

Diversity beyond density: experienced social mixing of urban streets

PNAS Nexus

Zhuangyuan Fan

Tianyu Su

Maoran Sun

Ariel Noyman

Fan Zhang

...

2023/3/12

UPDExplainer: An interpretable transformer-based framework for urban physical disorder detection using street view imagery

ISPRS Journal of Photogrammetry and Remote Sensing

Chuanbo Hu

Shan Jia

Fan Zhang

Changjiang Xiao

Mindi Ruan

...

2023/10/1

Smart curbs: Measuring street activities in real-time using computer vision

Landscape and Urban Planning

Arianna Salazar-Miranda

Fan Zhang

Maoran Sun

Pietro Leoni

Fábio Duarte

...

2023/6/1

Urban Visual Intelligence: Studying Cities with AI and Street-level Imagery

Fan Zhang

Arianna Salazar Miranda

Fábio Duarte

Lawrence Vale

Gary Hack

...

2023/1/2

See List of Professors in Fan Zhang (張帆) University(Massachusetts Institute of Technology)

Co-Authors

H-index: 151
Alex `Sandy' Pentland

Alex `Sandy' Pentland

Massachusetts Institute of Technology

H-index: 93
Carlo Ratti

Carlo Ratti

Massachusetts Institute of Technology

H-index: 58
Yu Liu

Yu Liu

Peking University

H-index: 42
Song Gao

Song Gao

University of Wisconsin-Madison

H-index: 22
Yuhao Kang

Yuhao Kang

University of Wisconsin-Madison

H-index: 20
Zhao-Cheng Zeng (曾招城)

Zhao-Cheng Zeng (曾招城)

University of California, Los Angeles

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