cfd-mesh-independence

Conduct mesh sensitivity studies and regression analysis for CFD simulations.

40|4|Updated Feb 12, 2026
One-click install
npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-mesh-independence
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cfd-mesh-independence
Source: https://github.com/csml-rpi/AI-CFD-Scientist/tree/main/skills/cfd-mesh-independence
Command: npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-mesh-independence

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill enables users to perform systematic mesh independence analyses to determine the stability and accuracy of CFD simulations by following standardized protocols.

Core Features & Use Cases

  • Mesh sensitivity assessment: Implement rigorous protocols to compare baseline and refined meshes.
  • Automated CFD runs: Generate and execute foam simulation requirements for different mesh configurations.
  • Analysis and visualization: Provide detailed comparison figures and quantitative assessment of mesh effects on QoIs, aiding in validation and optimization.

Quick Start

Use the cfd-mesh-independence skill to evaluate the mesh sensitivity for a backward-facing step at Re=5100, using a predefined baseline and refined mesh requirement files, to determine the suitable mesh for production CFD simulations.

Frequently Asked Questions about cfd-mesh-independence

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

FAQPage Schema
How do I perform a mesh sensitivity study for CFD simulations?

A mesh sensitivity study compares baseline and refined mesh configurations through automated CFD runs and regression analysis. This process evaluates mesh effects on Quantities of Interest to determine the suitable mesh for production simulations.

What is mesh independence in CFD and when do I need it?

Mesh independence in CFD verifies that simulation results stabilize and remain accurate regardless of further mesh refinement. You need it to ensure simulation robustness and validate high-fidelity fluid dynamics workflows before production.

Do I need scripting capability to automate CFD mesh validation?

Yes, conducting automated CFD mesh validation requires scripting capability. You must script the mesh generation, CFD execution, and result analysis phases to systematically compare different mesh configurations.

How do I automate foam simulation runs for different mesh configurations?

You automate foam simulation runs by generating and executing simulation requirements for different mesh configurations via scripts. The system then conducts regression analysis to provide detailed comparison figures.

What is the best way to verify CFD mesh quality for a backward-facing step?

The best way to verify CFD mesh quality is by evaluating mesh sensitivity using predefined baseline and refined mesh requirement files. This standardized protocol assesses simulation stability for specific geometries like a backward-facing step.