UROP Research Mentor Project Submission Portal: Submission #640

Submission information
Submission Number: 640
Submission ID: 13581
Submission UUID: 9bd9917e-8035-4e88-9a50-92e94f580b15

Created: Thu, 04/18/2024 - 10:10 PM
Completed: Thu, 04/18/2024 - 10:30 PM
Changed: Thu, 04/18/2024 - 10:30 PM

Remote IP address: 98.230.37.190
Submitted by: Anonymous
Language: English

Is draft: No

Research Mentor Information

Ziyue Li
he/his
Mr.
lzy@eng.famu.fsu.edu
Graduate Student
Qianwen Guo
qguo@eng.famu.fsu.edu
FAMU-FSU College of Engineering
FAMU-FSU College of Engineering
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Additional Research Mentor(s)

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Overall Project Details

Bayesian Inference of Origin-Destination Matrices from Bus Occupancy Data
origin-destination matrix, Bayesian inference, public transportation
Yes
1
STEM majors
RIDER - Resilient Infrastructure & Disaster Response Center
FSU Shuttle Bus Available, near FAMU-FSU College of Engineering
Partially Remote
5
Flexible schedule (Combination of business and outside of business. TBD between student and research mentor.)
Origin-destination (OD) demand matrices are crucial for transit agencies to design and operate transit systems. We want to build a Bayesian model to estimate transit OD matrices from bus occupancy data.
A similar study to estimate OD using boarding/alighting counts is here: https://arxiv.org/abs/2403.04742
Derive a Bayesian model to estimate transit OD matrices from bus occupancy data.
A similar study is here: https://arxiv.org/abs/2403.04742
Interested in this paper: https://arxiv.org/abs/2403.04742
Taken a statistics course and understand Bayes' theorem required.
My mentoring philosophy revolves around collaboration and mutual support. We learn best when we learn together, sharing knowledge and experiences. Flexibility is key to adapting to individual needs, yet maintaining productivity through clear goals and feedback. Together, we cultivate a culture of growth, empowerment, and achievement.
Begin with research, applying statistics or data science. Ideal for those intrigued. Enhances your resume for graduate applications.

UROP Program Elements

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2024
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