Chunwu Zhu (朱春武)


Bio: To Be Finished

Contact me via chunwu.zhu@tamu.edu, or find me on Linkedin, Github, Google Scholar.

Education


Present

Ph.D Student in Urban and Regional Science

Department of Landscape Architecture and Urban Planning, Texas A&M University, USA

Advisors: Dr. Xinyue Ye & Dr. Bahar Dadashova

2021

M.P.A in Urban-Rural Development and Planning

Department of Urban Planning and Management, Renmin University of China, China

2017

B.P.A in Urban Planning and Management

Department of Urban Planning and Management, Renmin University of China, China

Employment


2021 - present

Graduate Research Assistant

Texas A&M Transportation Institute, USA

Research


Research Interest

Urban informatics:

Urban Visual Intelligence, Artificial Intelligence, Machine Learning

Transportation:

Roadway Crash Modeling, Roadway Infrastructure Assessment, Environmental Justice in Roadway Safety

Environmental criminology:

Built Environment and Urban Crime

Peer-reviewed Journal Articles

2023

Y Zhang, L Cai, G Song, C Zhu. “The Long-Term Theft Prediction in Beijing Using Machine Learning Algorithms: Comparison and Interpretation”. Crime & Delinquency, 00111287231180102. doi:10.1177/00111287231180102

2023

C Zhu, CT Brown, B Dadashova, X Ye, S Sohrabi, I Potts. “Investigation on the driver-victim pairs in pedestrian and bicyclist crashes by latent class clustering and random forest algorithm”. Accident Analysis and Prevention, 182: 106964. doi:10.1016/j.aap.2023.106964

2022

Y Zhang, L Cai, G Song, L Liu, C Zhu. “From Residential Neighborhood to Activity Space: The Effects of Educational Segregation on Crime and Their Moderation by Social Contex”. Annals of the American Association of Geographers, 112 (8), 2393-2412. doi:10.1080/24694452.2022.2060793

2022

X Wang, Y Liu, C Zhu, Y Yao, M Helbich. “Associations between the streetscape built environment and walking to school among primary schoolchildren in Beijing, China”. Journal of Transport Geography, 99, 103303. doi:10.1016/j.jtrangeo.2022.103303

2022

Y Zhang, Y You, C Zhu, H Guo. “Spatial matching relationship between criminal activities and fear of crime and its influential factors: A case of Beijing”. Scientia Geographica Sinica (In Chinese), 42(6), 1024-1033. doi:10.13249/j.cnki.sgs.2022.06.008

2021

Y Zhang, C Zhu. “Exploring distribution relationship between criminal activities and urban functions using distance-based methods”. Geographical Research (In Chinese), 40(02), 528-540. doi:10.11821/dlyj020190919

2019

Y Zhang, C Zhu, B Qin. “Spatial distribution of crime number and harm and the influence of the built environment: A longitudinal research on criminal cases in Beijing. Progress in Geography (In Chinese), 38(12), 1876-1889. doi:10.18306/dlkxjz.2019.12.005

2019

Y Zhang, B Qin, C Zhu. “The impact of urban built environment on criminal behavior and residential security in Beijing. Acta Geographica Sinica (In Chinese), 74(2), 238-252. doi:10.11821/dlxb201902003

Teaching


Texas A&M University

2023

Guest Lecturer, Research Foundation (CARC 601), "Conducting Systematic Literature Review using Covidence and Zotero", Urban and Regional Science Doctoral Program. Sep 2023.

Presentations


Conference Presentations

2022

C Zhu. “Simulating Urban Energy Use Under Climate Change Scenarios and Retrofit Plans in a Coastal Texas Community”. Texas A&M University Conference on Energy 2022., College Station, TX, USA.

2022

C Zhu. “Simulating Urban Energy Use Under Climate Change Scenarios and Retrofit Plans in a Coastal Texas Community”. International Student Paper Competition in the 29th International Conference on Geoinformatics 2022 (Virtual), Beijing, China.

2022

C Zhu. “Inequality of community resilience when facing disasters: a perspective from human mobility”. University Consortium For Geographic Information Science (UCGIS) Symposium 2022., Syracuse, NY, USA.

Conference Poster Presentations

2023

C Zhu, CT Brown, B Dadashova, X Ye, S Sohrabi, I Potts. “Investigation on the driver-victim pairs in pedestrian and bicyclist crashes by latent class clustering and random forest algorithm”. 102nd Transportation Research Board Annual Meeting, Washington, DC, USA.

2022

C Zhu, CT Brown, B Dadashova, X Ye, S Sohrabi, I Potts. “Investigation on the driver-victim pairs in pedestrian and bicyclist crashes by latent class clustering and random forest algorithm”. 1st IACP Planning Research and Career Development Symposium, Gainesville, FL, USA.

Awards & Honors


Paper and Presentation Awards

2023

Second Place ($1,000), 2023 TAMIDS Student Data Science Competition (The Wildfire Data Science Challenge), Texas A&M Data Science Institute, Texas A&M University, TX, USA

2022

Runner-up Award in the International Student Paper Competition, 29th International Conference on Geoinformatics, Beijing, China

2022

Student Lightning Talk Award, 29th International Conference on Geoinformatics, Annual Meeting of University Consortium for Geographic Information Science, Syracuse University, NY, USA

Travel Awards

2022

Student Travel Award, Department of Landescape Architecture and Urban Planning, Texas A&M University

Scholarships

2023

Department Graduate Tuition Scholarship, Texas A&M University

2022

Department Graduate Tuition Scholarship, Texas A&M University

2021

Department Graduate Tuition Scholarship, Texas A&M University

2021

Jingdong Scholarship, Renmin Univerisity of China

Fellowships

2023

Texas A&M Data Science Institute - Data Science Ambassadors ($2000)

2022

Texas A&M Energy Institute Fellowship ($5000)

Media Coverage


Scholarships

2023

Texas A&M Data Science Institute - Data Science Ambassadors - Chunwu Zhu (Link)

2023

Texas A&M Data Science Institute - TAMIDS Wildfire Data Science Challenge Awards - UrbanDS Team(Link)