Trent University Graduate Thesis Collection

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    Statistical and Machine Learning Methods for Quantum Measurements with Single Photon Emitters

    Year: 2025, 2025
    Member of: Trent University Graduate Thesis Collection
    Name(s): Creator (cre): Stone, Dylan, Thesis advisor (ths): Bradac, Carlo, Degree committee member (dgc): Atkinson, Bill, Degree committee member (dgc): Agarwal, Nisha, Degree committee member (dgc): Sadaf, Sharif, Degree granting institution (dgg): Trent University
    Abstract: <p>With wide applications ranging from quantum communication and metrology to biomedicine, single photon sources in solid-state hosts have become a major area of study. Here, we focus on three applications: nanothermometry, optically detected magnetic resonance (ODMR), and second order autocorrelation. We present novel statistical and machine learning (ML) approaches to extract information… more