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Jared Benson

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Articles

Automation of Quantum Dot Measurement Analysis via Explainable Machine Learning

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By Daniel Schug, Tyler J. Kovach, Michael Wolfe, Jared Benson
| nist.gov
Daniel Schug, Tyler Kovach, Michael Wolfe, Jared Benson, Sanghyeok Park, J. P. Dodson, Joelle Corrigan, Mark Eriksson, The rapid development of quantum dot (QD) devices for quantum computing has necessitated more efficient and automated methods for device characterization and tuning. Many of the measurements acquired during the tuning process come in the form of images that need to be properly analyzed to guide the subsequent tuning steps.
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[2402.13699] Automation of Quantum Dot Measurement Analysis via Explainable Machine Learning

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By Tyler J. Kovach, M. A. Wolfe, Jared Benson, Sanghyeok Park
| arXiv
[Submitted on 21 Feb 2024 ( v1 ), last revised 6 Aug 2024 (this version, v4)] Title:Automation of Quantum Dot Measurement Analysis via Explainable Machine Learning View a PDF of the paper titled Automation of Quantum Dot Measurement Analysis via Explainable Machine Learning, by Daniel Schug and 8 other authors View PDF HTML (experimental) Abstract:The rapid development of quantum dot (QD) devices for quantum computing has necessitated more efficient and automated methods for device...
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