Yun Yuan
Associate Professor
Liaoning, China
Summary
👤
Senior🎓
Top SchoolYun Yuan is an associate professor and researcher with nine years’ experience specializing in spatio-temporal data mining, GIS analytics, optimization, and full‑stack application development for transportation systems. Based in Liaoning, China, she leads teaching and graduate recruitment at Dalian Maritime University while running research on machine learning for transportation, autonomous driving, multimodal freight, and transit data. Her postdoctoral work at the University of Utah involved mining petabyte-scale traffic datasets and developing physics‑regularized and reinforcement learning methods for safety and traffic analytics. She brings a strong academic track record (PhD in Transportation and Highway Engineering) and hands‑on programming experience in Java, JavaScript, and Python, enabling rapid translation of complex models into deployable tools. An underappreciated strength is her ability to bridge theoretical modeling with practical simulation and optimization to inform real-world traffic operations and policy.
10 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Automobile/Automotive Mechanics Technology/Technician, 86.5/100, Master of Science - MS, Automobile/Automotive Mechanics Technology/Technician, 86.5/100 at Nanjing Agricultural UniversityDoctor of Philosophy - PhD, Transportation and Highway Engineering, 3.88/4, Doctor of Philosophy - PhD, Transportation and Highway Engineering, 3.88/4 at University of Wisconsin-Milwaukee
Chinese
Github Skills (39)
simulation10
transport10
traffic10
convolutional-neural-networks9
darkflow9
numba9
traffic-simulation9
eclipse9
cuda8
python8
re-identification8
parallel8
image-processing7
llvm7
numpy7
Programming languages (6)
Github contributions (5)
uwmyuan/bmapdistance
Aug 2016 - Apr 2021
Contributions:13 commits, 12 pushes, 1 branch in 4 years 8 months
uwmyuan/MPMDSL
May 2018 - May 2026
Contributions:18 pushes, 1 branch in 8 years 2 months
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