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AI-enhanced tuning of quantum dot Hamiltonians toward Majorana modes

cond-mat.mes-hall · 2026-01-05 · unverdicted · novelty 6.0

A vision-transformer neural network trained unsupervised on synthetic conductance data proposes Hamiltonian parameter updates that drive quantum dot chains into the topological phase with Majorana modes, often succeeding in a single step.

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  • AI-enhanced tuning of quantum dot Hamiltonians toward Majorana modes cond-mat.mes-hall · 2026-01-05 · unverdicted · none · ref 48

    A vision-transformer neural network trained unsupervised on synthetic conductance data proposes Hamiltonian parameter updates that drive quantum dot chains into the topological phase with Majorana modes, often succeeding in a single step.