mesh-generation

What problem does it solve?

This Skill provides a repeatable workflow to plan mesh resolution, assess mesh quality (aspect ratio, skewness, orthogonality), and guide adaptive refinement for PDE discretizations, helping you achieve reliable accuracy without over-refinement.

Core Features & Use Cases

• Resolution planning: Estimate dx and cell counts from domain size and feature scales.
• Quality assessment: Check aspect ratio, skewness, and orthogonality to ensure stable solvers.
• Refinement guidance: Inform adaptive mesh refinement decisions to balance accuracy and cost.
• Use Case: For a 2D domain of size 1x1 m, plan the grid to resolve interfaces with at least 5 points across the feature.

Quick Start

Example commands to compute grid sizing and evaluate mesh quality: python3 scripts/grid_sizing.py --length 1.0 --resolution 1000 --json python3 scripts/mesh_quality.py --dx 0.01 --dy 0.01 --dz 0.01 --json