Computational study demonstrates a layered control framework for compact fusion reactors, highlighting certified safety envelopes and tiered quantum integration.
A layered digital-twin control architecture holding three technology-readiness tiers apart. A control-barrier safety clamp gives a provable zero-escape guarantee on the reduced-order operating envelope; quantum sensing is near-term diagnostics; quantum computation is an offline calibration tier with no resource crossover this decade. Every result is on a physics-based twin, on public data, or in simulation. New version (2.0).
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Priyanca Ford (2026) studied this question.
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