LLM Agents as Suppliers of Physical System Models: Calibration and Acceptance in Modelica

To procure a model of a device, a client hands a supplier a description, sometimes with recorded data or a target response, and accepts the model against this handover. We let LLM coding agents act as the supplier on handovers with data, building Modelica models from library components for four simu