248 citations · 309 across the 28 of their papers we have counts for
3 papers · 1 filter
Deep Crowd-Flow Prediction in Built Environments
Samuel S. Sohn, Seonghyeon Moon, Honglu Zhou +3
Predicting the behavior of crowds in complex environments is a key requirement in a multitude of application areas, including crowd and disaster management, architectural design, a…
Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures
Rohit K. Dubey, Samuel S. Sohn, Christoph Hoelscher +1
In the event of a disaster, saving human lives is of utmost importance. For developing proper evacuation procedures and guidance systems, behavioural data on how people respond dur…
Scenario Generalization of Data-driven Imitation Models in Crowd Simulation
Gang Qiao, Honglu Zhou, Mubbasir Kapadia +2
Crowd simulation, the study of the movement of multiple agents in complex environments, presents a unique application domain for machine learning. One challenge in crowd simulation…