Analyze CFD diagnostic images and logs to validate simulation results.
npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-interpret
Please help me install this Agent Skill. Skill: cfd-interpret Source: https://github.com/csml-rpi/AI-CFD-Scientist/tree/main/cfd-skills/cfd-interpret Command: npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-interpret
This Skill automates the assessment of CFD simulation results by analyzing output images and data to determine if the results meet the specified physical requirements and are free of numerical issues.
Provide the case directory containing CFD output images and data; the skill will analyze the results and produce a JSON decision output.
High-intent search queries and answers about installing and using this skill.
To validate CFD simulation results automatically, provide a case directory containing output images and data. The skill analyzes diagnostic figures and logs to verify physical validity, check scenario consistency, and flag numerical issues, producing a JSON decision output.
Automated CFD result evaluation reads run outcomes and diagnostic figures to determine simulation success. It checks if the configuration aligns with user requirements, identifies numerical problems, and suggests whether to proceed, revise, or rerun the case.
You can check CFD simulations for numerical issues and scenario consistency by submitting the case directory. The evaluator analyzes visual and data outputs against embedded prompts to verify alignment with physical requirements and flag potential problems.
Automated CFD result analysis requires no specific solver dependencies. It operates independently by reading output images and logs from the provided case directory to evaluate simulation success and recommend next troubleshooting steps.
When CFD simulation results fail physical validation checks, the automated evaluator provides recommendations for troubleshooting. It determines whether to proceed, revise the configuration, or rerun the case based on visual and data analysis.
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