Python library for synchronization on hypergraphs
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Updated
May 26, 2026 - Python
Python library for synchronization on hypergraphs
Kuramoto Phase-Coupled Oscillator Attention in Transformers
Full datasets and simulation code for the manuscript "Short- and long-range connections differentially modulate the small-world network’s dynamics and state"
[Paper] Learning to Predict Synchronization code repository.
Geometric memory engine on the S³ hypersphere — quaternion drift, phasor interference, MCP server
Experimental quantitative research platform exploring geometric market signals and algorithmic trading system architecture.
A mathematical framework for measuring the dynamics of consciousness. The framework uses a composite index of scale-free temporal organisation, cross-frequency organisation, and metastability.
Engine for modeling, simulation and measurement of multiscale networks of coherence through structural operators. https://chatgpt.com/g/g-67abc78885a88191b2d67f94fd60dc97-tnfr-resonant-fractal-nature-theory
Geometric framework for extracting structure, transitions, and stability from dynamical systems.
Custom 18-DoF hexapod robot — Kuramoto-CPG locomotion controller, real-time gait visualiser, IMU heading-hold autonomous firmware, full mechanical CAD, and a 34-test verification suite.
budgeted hebbian kuramoto with fixed support and symmetric-frobenius projection — control/calibration algorithm for oscillator-based ising machines
Reduce LLM inference compute by 4x with no accuracy loss. Oscillatory adapter for pretrained Transformers.
Seven convergence verbs for Claude Code, OpenCode, and any MCP client: turn a messy idea-pile into a coherent answer with a checkable receipt, then act on it and keep it true. Offline, no API key. AGPL-3.0 engine, CC-BY-4.0 docs.
Supplementary material for the paper "Resilient Synchronization of Kuramoto Networks via Sparse Energy-Efficient Control" (CDC 2026 submission).
Applied Math Lab
Kernel experimental de computación por sincronización de fase, geometría toroidal y dinámica armónica discreta en base 60.**
SCPN Control — Neuro-Symbolic Stochastic Petri Net Controller for Tokamak Plasma Control
Consciousness-guided autonomous agent system for EVEZ-OS
Domain-agnostic coherence control compiler built on Kuramoto/UPDE phase dynamics
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