What is the Möbius filter mentioned in the documentation?

The Möbius filter is used to ensure non-backtracking geodesic qualification, where composite or backtracking paths are mathematically canceled via μ-inversion.

What does 'Trit -1' signify in this skill?

In the GF(3) triadic logic framework, a Trit -1 represents sinks or absorbers, contributing to a conserved system where the sum of trits in a triplet equals zero.

What is a Networked System in this context?

It refers to dynamical systems operating on graph structures, focusing on how phase space states evolve over time across connected nodes and edges.

How does this skill use AlgebraicDynamics.jl?

It provides implementation patterns for compositional dynamical systems and resource-sharing machines using the oapply method within the Julia environment.

Networked System Dynamics

Name: Networked System Dynamics
Author: plurigrid

byplurigrid

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数据科学与机器学习

Models and analyzes dynamical systems on graph structures to understand complex flow behaviors and stability.

关于

The Networked System skill enables Claude to analyze and implement dynamical systems on graphs, focusing on the qualitative behavior of differential equations and flows on manifolds. It leverages concepts from dynamical systems theory, such as bifurcations, phase space analysis, and stability, specifically within a compositional framework using AlgebraicDynamics.jl. This skill is optimized for researchers and engineers working with complex networked architectures, 'topological chemputers', or any system where state transitions are governed by graph-based interactions and GF(3) conservation laws.

主要功能

Integrates GF(3) conservation logic for triadic system modeling
Analyzes local and global behavior of flows on manifolds
2 GitHub stars
Identifies bifurcations and parameter-dependent qualitative changes
Implements compositional dynamical systems using AlgebraicDynamics.jl
Evaluates system stability and robustness under perturbations

使用场景

Analyzing stability in networked power grids or communication infrastructures
Designing and simulating complex chemical or biological network dynamics
Modeling non-backtracking geodesic paths for optimal state-space traversal

关于

主要功能

Integrates GF(3) conservation logic for triadic system modeling
Analyzes local and global behavior of flows on manifolds
2 GitHub stars
Identifies bifurcations and parameter-dependent qualitative changes
Implements compositional dynamical systems using AlgebraicDynamics.jl
Evaluates system stability and robustness under perturbations

使用场景

Analyzing stability in networked power grids or communication infrastructures
Designing and simulating complex chemical or biological network dynamics
Modeling non-backtracking geodesic paths for optimal state-space traversal