Ph.D. Candidate · Researcher · Builder
I am Jhon G. Botello, Ph.D. Candidate in Computer Science and M.Sc in Industrial Engineering. My work advances AI in the fields of M&S and web science to better understand complex social systems including Migration and Human Mobility.
Selected work
This paper investigates how large language models (LLMs) can support the transformation of narrative descriptions into system archetypes. We tested prompting strategies including zero-shot and guided reasoning approaches, to assess LLM's ability to identify key variables, causal relationships, and feedback structures.
This paper studies how few-shot learning and retrieval-augmented generation improve GPT-3.5's ability to generate NetLogo code for agent-based models.
This work explores how GPT-4o can support the detection of semantic changes in archived web pages.
A validated survey tool for measuring community support for migration during rapid and sudden arrivals of people.