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.