3 papers
physics.soc-ph2026
OhmicFlow: Forecasting transit passenger flow under extreme weather disruptions via Ohm's law
Tianhao Li, Xintian Liu, Zhan Zhao
As climate change intensifies, extreme weather events (EWEs) increasingly disrupt the supply-demand balance of mass transit systems. Accurate and reliable prediction of origin-dest…
cs.SI2025
Event-aware analysis of cross-city visitor flows using large language models and social media data
Xiaohan Wang, Zhan Zhao, Ruiyu Wang +1
Public events, such as music concerts and fireworks displays, can cause irregular surges in cross-city travel demand, leading to potential overcrowding, travel delays, and public s…
cs.AI2023
Exploring Large Language Models for Human Mobility Prediction under Public Events
Yuebing Liang, Yichao Liu, Xiaohan Wang +1
Public events, such as concerts and sports games, can be major attractors for large crowds, leading to irregular surges in travel demand. Accurate human mobility prediction for pub…