Geometric visualizations of spectral conservation — Laplacian as rubber sheet, eigenvalue shells, phase portraits

Conservation-aware generative art from spectral graph theory

Spectral conservation analysis of financial market regimes

Conservation Spectral SDK — Python. Spectral analysis of tension graphs for anomaly detection, fingerprinting, and structural health.

Spectral conservation analysis of social networks — bot detection, echo chambers, influence

Conservation spectral experiment: linguistic-spectral

FLUX negative-space learning — discovering structure from what's absent in spectral graph data

REST API for conservation spectral analysis

Oscar.jl-inspired music algebra — HarmonicRing, PLRGroup, TropicalHarmony, TuningField, DialGeometry. 226 tests.

Inverse conservation problem — reconstruct graphs from spectral measurements

Unified regime change detection via graph conservation ratio

Conservation spectral experiment: kernel-conservation

Conservation spectral experiment: cospectral-explorer

Voronoi tessellation of musical tradition parameter space

Unified anomaly detection benchmark — conservation spectral across 7 domains

Hamiltonian mechanics of musical harmony — symplectic integrators preserve tonal structure

Conservation-based flight anomaly detection for PX4 — predicts failures before they're visible in raw data

Spectral anomaly detection using conservation ratio of graph Laplacians

Python thin client for OpenConstruct — agent onboarding for SuperInstance ecosystem

Plato Live Room — a simulation of agents in rooms with forward simulations, wall listening, and call-and-response