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Machine Learning Enhanced Quantum State Tomography: A Covariance Matrix Approach
會議論文

Machine Learning Enhanced Quantum State Tomography: A Covariance Matrix Approach

J. C. Rodríguez, Hsien Yi Hsieh, Hua Li Chen, Ole Steuernagel 和 Ray-Kuang Lee
CLEO: Fundamental Science - Proceedings CLEO 2025
CLEO: Fundamental Science 2025 (Long Beach, California, USA, 04/05/2025–09/05/2025)
2025

摘要

We present a machine learning-based approach for efficient quantum state tomography, reconstructing covariance matrices of single- and two-mode squeezed states from homodyne data. This method ensures precise, real-time quantum property estimation and noise robustness.

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