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scale-invariance

Here are 24 public repositories matching this topic...

taking k4 analytics into relevant places and domains. seed-bank language. human concepts. an un-collapsed research engine running in live suspension, not a set of tentative preprints auditioning for journal acceptance. solid math and physics bets for sardinia to adjucate.

  • Updated Nov 3, 2026
  • Python

This repository contains data, figures, and analysis supporting SymC Power Grid Optimization, which demonstrates predictive grid stability through scale-invariant substrate inheritance. Using synchrophasor data, the work shows early-warning precursors, irreversible degradation, and control protocols grounded in critical-damping physics.

  • Updated Oct 1, 2026
  • TeX

High-performance C17 geometric anomaly detection engine with hyperspherical Bubble trees, Voronoi bisectors, continuous metric depth, and streaming CLI.

  • Updated Oct 30, 2026
  • C

Shape Budget studies how normalized source separation governs geometry under fixed reach budgets. Starting from ellipse eccentricity as a “budget governor,” the repo develops experiments on asymmetry, anisotropy, and multi-source families, showing when compact control objects act as operational latent variables recoverable from boundary data.

  • Updated Apr 6, 2026
  • Python

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