Figure 9.
A workflow combining simulation and automatic textual summary generation using Gemini with G m s h and Get D P outputs.The diagram shows a user providing a prompt through Stream lit requesting both a simulation and a textual summary. The system generates coordinate data and Get D P code, which are passed to G m s h to create a mesh file. Get D P solves the 2 D eddy current finite element formulation and produces visual results. In parallel, Gemini processes the output using a system prompt to generate a textual summary describing effects such as current distribution. Both numerical results and the generated explanation are presented.

Sketch of the AI workflow for dynamically generated textual summaries

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