agent-based simulation 1contact networks 1epidemic dynamics 1mobility modeling 1urban synthetic population 1
From the 1 of 3 linked papers with an AI index.
3 papers
physics.soc-ph2026
Mobility and Contact Networks Shape Epidemic Outcomes: A Large-Scale Agent-Based Modeling Study
Kuldip Singh Atwal, Emma Von Hoene, Hossein Amiri +3
The paper investigates how different assumptions about human mobility affect contact network structures and epidemic outcomes in a large-scale agent-based model of an urban populat…
cs.LG2026
PlaceRep: Geospatial Place Representation Learning from Large-Scale Point-of-Interest Data
Mohammad Hashemi, Hossein Amiri, Andreas Zufle
Learning effective representations of urban environments requires capturing spatial structure beyond fixed administrative boundaries. Existing geospatial representation learning ap…
cs.MA2025
All Models Are Wrong, But Can They Be Useful? Lessons from COVID-19 Agent-Based Models: A Systematic Review
Emma Von Hoene, Sara Von Hoene, Szandra Peter +9
The COVID-19 pandemic prompted a surge in computational models to simulate disease dynamics and guide interventions. Agent-based models (ABMs) are well-suited to capture population…