cfd-mesh-gate

Automate mesh refinement studies and lock optimal mesh parameters 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-gate
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cfd-mesh-gate
Source: https://github.com/csml-rpi/AI-CFD-Scientist/tree/main/cfd-skills/cfd-mesh-gate
Command: npx skills add https://github.com/csml-rpi/AI-CFD-Scientist --skill cfd-mesh-gate

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill guarantees that CFD simulations are based on mesh-independent results, ensuring accuracy and reliability in research studies.

Core Features & Use Cases

  • Mesh Sensitivity Study: Performs systematic mesh refinements and compares key quantities of interest.
  • Protocol Enforcement: Embeds a comprehensive steps A–E mesh-independence protocol within the simulation pipeline.
  • Use Case: Before running extensive CFD simulations on a new geometry, use this Skill to identify the optimal mesh level that balances accuracy and computational cost.

Quick Start

Use the cfd-mesh-gate skill to automatically generate and analyze mesh refinements, then lock the optimal mesh settings for future experiments.

Frequently Asked Questions about cfd-mesh-gate

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

FAQPage Schema
How do I verify mesh independence in CFD simulations?

To verify mesh independence in CFD simulations, execute systematic mesh refinement studies across physics groups and compare key quantities of interest using GCI metrics to ensure accuracy and consistency.

What is a mesh sensitivity study and when do I need it?

A mesh sensitivity study systematically refines a mesh and compares key quantities of interest to identify the optimal balance of accuracy and computational cost before running extensive CFD experiments on a new geometry.

How do I automate a mesh refinement study for CFD research workflows?

You automate a mesh refinement study by embedding a standardized steps A–E mesh-independence protocol within the simulation pipeline, automatically generating refinements, analyzing GCI metrics, and locking optimal mesh parameters.

What is the best way to lock mesh parameters for subsequent CFD runs?

The best way to lock mesh parameters for subsequent CFD runs is to complete a standardized mesh refinement study, identify the optimal mesh level using GCI metrics, and lock those settings for future experiments.

Can I use a mesh-independence protocol across different physics groups in CFD?

Yes, the mesh-independence protocol executes standardized mesh refinement studies across physics groups, comparing quantities of interest and GCI metrics to guarantee simulation accuracy and consistency throughout research workflows.