Takahiro Yabe
,
Ph.D.
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Assistant Professor
Dr. Takahiro Yabe is an Assistant Professor at the Department of Technology Management and Innovation (TMI) and the Center for Urban Science and Progress (CUSP). His research focuses on computational social science and netwrok science approaches to model the resilience of cities to disasters, pandemics, and disruptive mobility technology, and has published in journals including, PNAS, Nature Communications, and Nature Machine Intelligence. Previously, he was a Postdoctoral Associate at the MIT Institute of Data, Systems and Society (IDSS) and the MIT Media Lab with Alex 'Sandy' Pentland and Esteban Moro. He obtained his Ph.D. from Purdue University in 2021, and his MS and BS from the University of Tokyo in 2017 and 2015, respectively.
Urban Resilience
Human Mobility
Inequality and Segregation
Socioeconomic Networks
Education
Postdoc, Massachusetts Insititute of Technology (2021 - 2023)
Ph.D., Purdue University (2017 - 2021)
MS, The University of Tokyo (2015 - 2017)
Bachelor of Engineering, The University of Tokyo (2011 - 2015)
Selected Awards and Grants
- Vice Presidential Unit Award (2022), The World Bank, to GFDRR mobility data analytics team
- Top 10% Citation Award (2021), PLoS ONE, for “Cross-comparative analysis of evacuation behavior after earthquakes using mobile phone data”
- Doctoral “Systems” Fellowship (2018 – 2020), Purdue University
- STV Civil Engineering Graduate Assistantship Endowment Award (2020), Lyles School of Civil Engineering, Purdue University
Selected Publications
- Yabe, T., Bueno, B. G. B., Dong, X., Pentland, A., & Moro, E. (2023). Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters. Nature Communications, 14(1), 2310.
- Yabe, T., Rao, P. S. C., Ukkusuri, S. V., & Cutter, S. L. (2022). Toward data-driven, dynamical complex systems approaches to disaster resilience. Proceedings of the National Academy of Sciences, 119(8), e2111997119.
- Yabe, T., Jones, N. K., Rao, P. S. C., Gonzalez, M. C., & Ukkusuri, S. V. (2022). Mobile phone location data for disasters: A review from natural hazards and epidemics. Computers, Environment and Urban Systems, 94, 101777.
- Yabe, T., Tsubouchi, K., Fujiwara, N., Sekimoto, Y., & Ukkusuri, S. V. (2020). Understanding post-disaster population recovery patterns. Journal of the Royal Society Interface, 17(163), 20190532.
- Yabe, T., Tsubouchi, K., Fujiwara, N., Wada, T., Sekimoto, Y., & Ukkusuri, S. V. (2020). Non-compulsory measures sufficiently reduced human mobility in Tokyo during the COVID-19 epidemic. Scientific reports, 10(1), 18053.
