Kuramoto Python Packages

scpn-phase-orchestrator

Evidence-first synchronization analysis and review-only control proposals for coupled rhythmic systems (Kuramoto/UPDE), with reproducible audits.

tnfr

Python research framework for coherent patterns on graph-coupled networks: nodal dynamics, structural operators, diagnostics and scoped mathematical studies.

scpn-quantum-control

Evidence-governed quantum simulation of coupled-oscillator synchronisation — Kuramoto–XY workloads on Superconducting Computers, raw counts + hash-bound result packs, preregistered protocols.

scpn-control

Control-grade tokamak runtime with neuro-symbolic controllers, fail-closed admission, replay evidence, Python and Rust.

scpn-quantum-engine

Evidence-governed quantum simulation of coupled-oscillator synchronisation — Kuramoto–XY workloads on Superconducting Computers, raw counts + hash-bound result packs, preregistered protocols.

scpn-mif-core

Pulsed FRC kinematics, deterministic trigger logic, FPGA/RTL and formal verification for magneto-inertial fusion control.

oscillatools

Evidence-governed quantum simulation of coupled-oscillator synchronisation — Kuramoto–XY workloads on Superconducting Computers, raw counts + hash-bound result packs, preregistered protocols.

hypersynchronization

Python library for synchronization on hypergraphs