29 citations · 33 across the 4 of their papers we have counts for
4 papers
LLM-powered reasoning in agent-based modeling
Sifat Afroj Moon, Dakotah Maguire, Adam Spannaus +5
Agent-based modeling (ABM) has the capability to model millions of individuals and their interactions, which is useful for policy making. However, ABMs have traditionally relied on…
Data Assimilation for Robust UQ Within Agent-Based Simulation on HPC Systems
Adam Spannaus, Sifat Afroj Moon, John Gounley +1
Agent-based simulation provides a powerful tool for in silico system modeling. However, these simulations do not provide built-in methods for uncertainty quantification (UQ). Withi…
Generation of swine movement network and analysis of efficient mitigation strategies for African swine fever virus
Tanvir Ferdousi, Sifat Afroj Moon, Adrian Self +1
Animal movement networks are essential in understanding and containing the spread of infectious diseases in farming industries. Due to its confidential nature, movement data for th…
Generalized group-based epidemic model for spreading processes on networks: GgroupEM
Sifat Afroj Moon, Faryad Darabi Sahneh, Caterina Scoglio
We develop a generalized group-based epidemic model (GgroupEM) framework for any compartmental epidemic model (for example; susceptible-infected-susceptible, susceptible-infected-r…