Bulletin of the American Physical Society
APS March Meeting 2024
Monday–Friday, March 4–8, 2024; Minneapolis & Virtual
Session N00: Poster Session II (11:30am-2:30pm CST)
11:30 AM,
Wednesday, March 6, 2024
Room: Hall BC
Sponsoring
Unit:
APS/SPS
Abstract: N00.00200 : Unveiling Roadway Network Safety: Application of Statistical Physics to Crowdsourced Velocity Data
Presenter:
Meshkat Botshekan
(MIT)
Authors:
Meshkat Botshekan
(MIT)
Franz-Josef Ulm
(MIT)
We demonstrate that our statistical-physics-inspired approach not only allows for identifying high-risk road segments or zones but is also instrumental in assessing the broader safety contexts, such as the reliability and robustness of networks. More importantly, the availability of a predictive phase map of accident precursors and its scalability to large velocity datasets is expected to enhance global road safety, including early warning systems for user-operated and self-driving vehicles.
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