differentiation-schemes
CommunityChoose and build differentiation stencils confidently.
Software Engineering#stability#finite-difference#boundary-handling#stencil-generator#truncation-error
AuthorHeshamFS
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Select differentiation schemes for discretization, generate stencils, and assess accuracy for simulation discretization.
Core Features & Use Cases
- Stencil generation: create finite-difference coefficients for requested order/accuracy.
- Scheme selection: recommend appropriate scheme given smoothness and boundaries.
- Error estimation: estimate truncation error and bound stability implications.
Quick Start
Generate a 4th-order central second-derivative stencil: python3 scripts/stencil_generator.py --order 2 --accuracy 4 --scheme central --dx 0.01 --json
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
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Please help me install this Skill: Name: differentiation-schemes Download link: https://github.com/HeshamFS/materials-simulation-skills/archive/main.zip#differentiation-schemes Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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