5 papers
Artificial Intelligence and Modeling & Simulation: An Overview
Niclas Feldkamp, Philippe J. Giabbanelli, Istvan David
Artificial intelligence (AI) and Modeling & Simulation (M&S) are increasingly intertwined, reflecting converging research needs across both communities, rapid technological advance…
Composing Verifiable Conceptual Models via Building Blocks: Towards Design-Time Verification of Agentic AI Workflows
Noe Y. Flandre, Alexander C. Nwala, Philippe J. Giabbanelli
Agentic AI systems orchestrate multiple LLM-based agents through workflow architectures that coordinate decisions, tools, and external actions. While current platforms emphasize ru…
Text-to-Image Generative AI for Modeling and Simulation: Methods, Opportunities, and Applications
Philippe J. Giabbanelli
Text-to-image generation is a form of generative artificial intelligence (GenAI) that converts textual descriptions into images. Most applications of GenAI in modeling and simulati…
Socio-Spatial Patterns of Suicide Mortality in the United States
Kushagra Tiwari, M. Amin Rahimian, Marie-Laure Charpignon +2
Suicides cause over 49000 deaths yearly in the United States, 55% involving firearms. Suicide mortality exhibits substantial geographical and sociodemographic heterogeneity; yet th…
A Guide to Large Language Models in Modeling and Simulation: From Core Techniques to Critical Challenges
Philippe J. Giabbanelli
Large language models (LLMs) have rapidly become familiar tools to researchers and practitioners. Concepts such as prompting, temperature, or few-shot examples are now widely recog…