cond-mat.mes-hall · 2026-07-25 · No. 64

Mesoscale and Nanoscale Physics, 2026-07-25.

1 new papers in cond-mat.mes-hall. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Machine Learning for Charge State Characterization of Isolated Double Quantum Dots

    Hyma Vallabhapurapu, Marco Candido, Krishna Choudhary, Paul Steinacker, Ensar Vahapoglu, Chris Escott, Wee Han Lim,...

    cond-mat.mes-hall · cs.LG

    Scaling semiconductor quantum dot arrays toward fault-tolerant quantum computing requires efficient tuneup of spin qubits, a process that depends on the analysis of charge stability maps (CSMs) and remains largely manual. While machine learning has been widely applied to CSM analysis in reservoir-coupled devices, automated tuning in the increasingly important isolated-mode regime has received limited attention. In isolated-mode CSMs, charge...

    arxiv.org/abs/2607.20871 · PDF

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