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Quantum for Fusion

Quantum Simulation of REBCO Superconductors

The breeder's 16.84 T magnets rely on REBCO, a correlated-electron superconductor whose microscopics remain a target for quantum simulation.

STRATEGY / SLOW ▲ ▼ MICROSECOND REAL-TIMEL7Ecosystem & Strategytelemetry ▲ control ▼open ▸L6Experience & Visualizationtelemetry ▲ control ▼open ▸L5Applications & Copilotstelemetry ▲ control ▼open ▸L4Orchestrationtelemetry ▲ control ▼open ▸L3Twin Modeling & AItelemetry ▲ control ▼open ▸L2Data Fabrictelemetry ▲ control ▼open ▸L1Control Planetelemetry ▲ control ▼open ▸L0Foundationtelemetry ▲ control ▼open ▸PHYSICAL S.M.A.R.T. GENERATOR PLANTBREEDER · HYPERION1R0 1.2 m · A 2.5 · 16.84 T · δ −0.30BURNER · TANDEM MIRROR2317 T throat · 26.49 T plug · fₙ 5.44% · DEC1 center stack + plasma · 2 high-field plug · 3 expander → direct converterCOLOR GRAMMAR strategy AI-workflow infra/data models reactor/DECLINE SEMANTICStelemetry (µs)controlKRONOS FUSION ENERGYAI-NATIVE S.M.A.R.T. GENERATORMASTER BLUEPRINTSHEET 01REV. 2026-08L0-L7 · 2 MACHINES
The AI-Native S.M.A.R.T. Generator Master Blueprint — eight layers (L0→L7), one control stack, wired to both machines. Telemetry rises in microseconds; control descends the same path.

Why REBCO is a quantum problem

The breeder reaches a peak field of 16.84 T (8 T on axis) and 9.66 MA plasma current using REBCO high-temperature superconducting tape. REBCO is a cuprate: its superconductivity emerges from strongly correlated copper-oxygen planes that resist mean-field description. The canonical minimal model is the two-dimensional Hubbard model, itself unsolved in the interesting regime.

text
# Fermi-Hubbard model (minimal cuprate physics):
H = -t sum_{<i,j>,s} ( c_{i,s}^dag c_{j,s} + h.c. )
    + U sum_i n_{i,up} n_{i,down}
#   t  hopping amplitude,  U on-site Coulomb repulsion
#   large U / doping regime = classically hard, quantum-relevant

What we would want to know

Quantum vs classical reality

The Hubbard model is a headline quantum-simulation target precisely because classical methods (quantum Monte Carlo, DMRG, tensor networks) hit the fermion sign problem or entanglement growth in two dimensions. A quantum device that could reach large 2D lattices at strong coupling would be genuinely new physics capability.

But the practical link to magnet engineering is indirect: engineering-scale critical-current and quench behavior are governed by mesoscale defect structure, not by solving the Hubbard model. Kronos positions REBCO quantum simulation as fundamental-understanding research, not as a design tool for the FOAK magnets, whose margins are set by measured tape performance and classical electromagnetics. Strain-driven quench sensing on the real magnets is a classical control problem handled elsewhere in the stack.

Content reviewed August 2026 · design-and-simulation stage