Control Studio

What this studio is

SCPN Control is a research-grade control and validation package for fusion plasma control loops. It turns stochastic Petri-net logic into executable neuro-symbolic controllers, surrounds those controllers with formal contracts, and connects them to equilibrium, transport, disruption, digital-twin, and hardware-in-the-loop evidence gates.

SCPN Control — Neuro-Symbolic Stochastic Petri Net Controller for Tokamak Plasma Control

Declared capabilities

The studio's capability manifest declares 0 capabilities and emits 12 evidence types through the federation gate.

Verbs

Evidence types

• studio.controller-latency.v1
• studio.controller-run.v1
• studio.disruption-mitigation.v1
• studio.disruption-prediction.v1
• studio.efit-reconstruction.v1
• studio.equilibrium-analysis.v1
• studio.geometry-neutral-replay.v1
• studio.parity-refutation.v1
• studio.phase-sync-monitor.v1
• studio.physics-validation.v1
• studio.safety-certificate.v1
• studio.scenario-simulation.v1

Evidence

Download the evidence bundle (RO-Crate) — producer-asserted, boundary external-dependency-blocked.

Published work

• SCPN Control: Neuro-Symbolic Stochastic Petri Net Controller for Plasma Control

• Formal safety envelopes for tokamak control — Using neuro-symbolic stochastic Petri nets to bound plasma-control decisions before they reach the machine, with every command graded against a formal safety envelope and emitted as a studio.safety-certificate.v1 evidence bundle.