Seongjin Choi - Network - Experts@Minnesota

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Emailchoisumnedu

Accepting PhD Students

PhD projects

My research interests are broad and interdisciplinary, encompassing Urban Mobility Data Analytics, Spatiotemporal Data Modeling, Deep Learning and Artificial Intelligence, and Connected Automated Vehicles (CAV) and Cooperative-ITS. I am particularly driven by the desire to optimize urban mobility and contribute to the development of a sustainable and efficient urban transportation system. My work involves utilizing data analytics to draw valuable insights from urban mobility data and applying cutting-edge AI technologies in the field of transportation.

My research topics and interests are as follows:

Urban transportation and mobility data analytics
Spatiotemporal data modeling (forecasting, imputation)
Generative AI for transportation and mobility data
Modeling CAV, C-ITS using Reinforcement Learning
Other applications of machine learning and deep learning in the transportation domain

Research activity per year

H. Yeo

External person

9 shared research output

Hwasoo Yeo

Korea Advanced Institute of Science and Technology
NYU Abu Dhabi

External person

5 shared research output

Vincent Zhihao Zheng

External person

3 shared research output

Lijun Sun

External person

3 shared research output

Sehyun Tak

The Korea Transport Institute
Korea Advanced Institute of Science and Technology

External person

3 shared research output

Yeeun Kim

Korea Advanced Institute of Science and Technology
NYU Abu Dhabi

External person

2 shared research output

Donghoun Lee

Korea Advanced Institute of Science and Technology
The Korea Transport Institute

External person

2 shared research output

S. Tak

External person

2 shared research output

Y. Kim

External person

1 shared research output

Zhixiong Jin

Korea Advanced Institute of Science and Technology

External person

1 shared research output

Martin Trepanier

External person

1 shared research output

Lijun Sun

McGill University

External person

1 shared research output

J. Kim

External person

1 shared research output

J. Kim

External person

1 shared research output

Z. Jin

External person

1 shared research output

Vincent Zhihao Zheng

McGill University

External person

1 shared research output

Sari Kim

External person

1 shared research output

J. Kim

External person

1 shared research output

Nicolas Saunier

External person

1 shared research output

H. Yu

External person

1 shared research output

Donghoun Lee

External person

1 shared research output

Jihyuk Park

Korea Advanced Institute of Science and Technology

External person

1 shared research output

Jinwoo Lee

External person

1 shared research output

J. Kim

External person

1 shared research output

Jiwon Kim

The University of Queensland

External person

1 shared research output

J. Suh

External person

1 shared research output

Y. Kim

External person

1 shared research output

J. Kim

External person

1 shared research output

Sehyun Tak

External person

1 shared research output