62 citations · 78 across the 4 of their papers we have counts for
4 papers
Functional limit theorems and phase transition for step reinforced random walks with regularly varying memory
Aritra Majumdar, Krishanu Maulik
We study a class of generalized step reinforced random walks with regularly varying memory. At every step, the walker chooses a step from the past with probability proportional to…
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…