2 papers
cs.LG2024
Energy-Guided Data Sampling for Traffic Prediction with Mini Training Datasets
Zhaohui Yang, Kshitij Jerath
Recent endeavors aimed at forecasting future traffic flow states through deep learning encounter various challenges and yield diverse outcomes. A notable obstacle arises from the s…
physics.soc-ph2024
Multi-scale Traffic Flow Modeling: A Renormalization Group Approach
Zhaohui Yang, Kshitij Jerath
Traffic flow modeling is typically performed at one of three different scales (microscopic, mesoscopic, or macroscopic), each with distinct modeling approaches. Recent works that a…