arxivcs.LGcs.AI2026-07-17
Agentic Calibration of Grey-Box Simulation Models: An LLM-Driven Alternative
David Gómez-Guillén, Mireia Diaz, Josep Lluis Arcos, Jesús Cerquides
Calibration of grey-box simulation models is a constrained optimization problem in which model evaluations are expensive, the parameter space can be high-dimensional, and the search must respect plausibility constraints. Although the simulation code is fully available to the anal…