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.
Experimental quantitative research platform exploring geometric market signals and algorithmic trading system architecture.
Geometric memory engine on the S³ hypersphere — quaternion drift, phasor interference, MCP server
Evidence-governed quantum simulation of coupled-oscillator synchronisation — Kuramoto–XY workloads on Superconducting Computers, raw counts + hash-bound result packs, preregistered protocols.
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.
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
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.
Domain-agnostic coherence control compiler built on Kuramoto/UPDE phase dynamics
Control-grade tokamak runtime with neuro-symbolic controllers, fail-closed admission, replay evidence, Python and Rust.
CriticalMind OMEGA with 50-node Kuramoto consciousness engine for spectral cognition — by Steven Crawford-Maggard (EVEZ)
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.
Pulsed FRC kinematics, deterministic trigger logic, FPGA/RTL and formal verification for magneto-inertial fusion control.
Store, gate, compare, and steer J-space objects in zero-dependency TypeScript — the receipt layer for lens readings. Plain-JSON interop with anthropics/jacobian-lens. Not affiliated with Anthropic.
Supplementary material for the paper "Resilient Synchronization of Kuramoto Networks via Sparse Energy-Efficient Control" (CDC 2026 submission).
Reduce LLM inference compute by 4x with no accuracy loss. Oscillatory adapter for pretrained Transformers.
Pulse-coupled oscillators on a micro:bit swarm: independent blinkers self-synchronise with no leader and no shared clock. Mirollo-Strogatz, simulation-verified.
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