Simulate, Reason, Decide: Scientific Reasoning with LLMs for Simulation-Driven Decision Making

Yuhan Yang, Ruipu Li, Alexander Rodríguez

Scientific simulators are increasingly being integrated into LLM-driven systems for high-stakes simulation-driven decision-making. However, existing frameworks primarily use LLMs t…