62 citations · 78 across the 4 of their papers we have counts for
4 papers
Prompt Sensitivity of Generative Agents: Evidence from an Epidemic Model
Ross Williams, Niyousha Hosseinichimeh
As generative AI gains traction, researchers are investigating its potential to serve as proxies for humans. From undergoing cognitive psychology experiments to experiencing an epi…
From Text to Map: A System Dynamics Bot for Constructing Causal Loop Diagrams
Niyousha Hosseinichimeh, Aritra Majumdar, Ross Williams +1
We introduce and test the System Dynamics Bot, a computer program leveraging a large language model to automate the creation of causal loop diagrams from textual data. To evaluate…
Generative Agent-Based Modeling: Unveiling Social System Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence
Navid Ghaffarzadegan, Aritra Majumdar, Ross Williams +1
We discuss the emerging new opportunity for building feedback-rich computational models of social systems using generative artificial intelligence. Referred to as Generative Agent-…
Epidemic Modeling with Generative Agents
Ross Williams, Niyousha Hosseinichimeh, Aritra Majumdar +1
This study offers a new paradigm of individual-level modeling to address the grand challenge of incorporating human behavior in epidemic models. Using generative artificial intelli…