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cfd-analyze

Aggregate CFD case data and calculate trends and correlations among key metrics.

40|4|Updated Feb 12, 2026
Search Tags:#data analysis#correlation#CFD#trend detection#simulation results#result interpretation
One-click install
npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-analyze
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cfd-analyze
Source: https://github.com/csml-rpi/AI-CFD-Scientist/tree/main/cfd-skills/cfd-analyze
Command: npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-analyze

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables comprehensive analysis and interpretation of CFD simulation results across multiple cases, identifying trends and correlations to support informed decision-making.

Core Features & Use Cases

  • Results Aggregation: Collects case results, key metrics, and interpreter summaries into a unified analysis report.
  • Trend & Correlation Analysis: Detects patterns and relationships among various QoIs and input parameters across multiple simulation runs.
  • Use Case: Researchers can evaluate how mesh refinements or boundary conditions influence flow metrics, facilitating parameter sensitivity studies and optimization.

Quick Start

Run the cross-case analysis on the simulation results stored in the specified output directory to generate insights and summaries.

Frequently Asked Questions about cfd-analyze

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate CFD simulation result analysis across multiple cases?▼

You can automate cross-case CFD simulation result analysis by aggregating case data, calculating trends and correlations among key metrics, and generating interpretative summaries for research insights from a specified output directory.

What is cross-case CFD analysis and when do I need it?▼

Cross-case CFD analysis is the process of aggregating multiple simulation runs to detect patterns and relationships among QoIs and input parameters. You need it to perform parameter sensitivity studies and evaluate how mesh refinements or boundary conditions influence flow metrics.

Does this CFD analysis tool require specific dependencies or components to run?▼

No dependencies or components are required to run this CFD analysis tool. It operates independently to aggregate simulation results, calculate trends, and generate interpretative summaries for research insights.

What is the best way to identify trends and correlations in CFD data?▼

The best way to identify trends and correlations in CFD data is to perform cross-case analysis that aggregates simulation results and calculates relationships among key metrics. This detects patterns across multiple runs to support informed decision-making and optimization.

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