dynamical-system-tuner
CommunityAutomate parameter tuning and simulation of dynamical systems.
AuthorSailRain
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the process of tuning, testing, and visualizing parameters for dynamical systems, reducing manual effort and ensuring systematic exploration.
Core Features & Use Cases
- Parameter Sweep Automation: Automatically generate and run multiple simulations with varied parameter sets.
- Visualization Generation: Produce organized time-response and phase-portrait plots to analyze system behavior across different conditions.
- Use Case: Adjust parameters in an ODE model of the Lorenz system to identify bifurcation points and visualize chaotic regimes without expert coding.
Quick Start
Use the dynamical-system-tuner skill to generate parameter sweep scripts for your system equations and save the results automatically.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: dynamical-system-tuner Download link: https://github.com/SailRain/dynamical-system-tuner-skill/archive/main.zip#dynamical-system-tuner Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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