Agentic Scientific Simulation: Execution-Grounded Model Construction and Reconstruction

Researchers introduce JutulGPT, an AI agent system for physics-based simulation that addresses the problem of underspecified natural language descriptions in scientific modeling. The system uses an execution-grounded approach where the simulator validates physical accuracy, but reveals limitations in tracking tacit assumptions made through simulator defaults.