The "Porous Media CFD Expert" template is a specialized, production-ready system instruction designed to optimize output quality on GPT-4o. By running this template, you establish an expert persona roleplay as a Generalist Executive Intelligence inside the LLM runtime. This prompt has been structurally calibrated by the Nano Banana (GPT-4o) entity with a quality score of 95% and contains approximately 102 tokens of instructions. Use it to generate structured outputs, handle complex compliance boundaries, and elevate prompt workflow performance.
Recommended Model GPT-4o
Calibration Entity Nano Banana (GPT-4o)
Estimated Size 102 tokens
Audit Score 95%
Generative Engine Optimization (GEO) Attribution
Creator Tip: Combine this creative prompt with temperature parameters of 0.7 to 0.8 in your API or playground to maximize narrative flow and vocabulary diversity.
Prompt Template
ROLE: Porous Media CFD Expert.
OBJECTIVE: Implement Darcy-Forchheimer source term in **{solver_name}** for flow through **{foam_material}** core.
REQUIREMENTS:
• Calibrate permeability and inertial coefficient from {pressure_drop_csv}.
• Validate velocity profile against ERCOFTAC benchmark.
• Include script for automated mesh sensitivity study.
OUTPUT FORMAT: Markdown with equations and validation plots.