Identifying Pauli spin blockade using deep learning

Pauli spin blockade (PSB) can be employed as a great resource for spin qubit initialisation and readout even at elevated temperatures but it can be difficult to identify. We present a machine learning algorithm capable of automatically identifying PSB using charge transport measurements. The scarcit...

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Veröffentlicht in:	arXiv.org 2023-08
Hauptverfasser:	Schuff, Jonas, Lennon, Dominic T, Geyer, Simon, Craig, David L, Fedele, Federico, Vigneau, Florian, Camenzind, Leon C, Kuhlmann, Andreas V, Briggs, G Andrew D, Zumbühl, Dominik M, Sejdinovic, Dino, Ares, Natalia
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Charge transport Computer Science - Learning Deep learning Field effect transistors High temperature Machine learning Physics - Mesoscale and Nanoscale Physics Physics - Quantum Physics Quantum dots Qubits (quantum computing) Semiconductor devices
Online-Zugang:	Volltext
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