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cond-mat.mes-hall2024★ 6 cited
Vision transformer based Deep Learning of Topological indicators in Majorana Nanowires
Jacob R. Taylor, Sankar Das Sarma
1D superconductor-semiconductor nanowires are the leading candidates for topological quantum computation due to their ability to host non-Abelian Majorana zero modes (MZMs). Howeve…
cond-mat.dis-nn2024★ 13 cited
Neural network based deep learning analysis of semiconductor quantum dot qubits for automated control
Jacob R. Taylor, Sankar Das Sarma
Machine learning offers a largely unexplored avenue for improving noisy disordered devices in physics using automated algorithms. Through simulations that include disorder in physi…