Deep learning-based quantum state tomography with imperfect measurement

DOI10.1007/S10773-022-05209-4zbMath1498.81049OpenAlexW4295715700WikidataQ114226193 ScholiaQ114226193MaRDI QIDQ2082436

Chengwei Pan, Jiaoyang Zhang

Publication date: 4 October 2022

Published in: International Journal of Theoretical Physics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10773-022-05209-4

zbMATH Keywords

quantum state tomographydeep learningimperfect measurementU-net model

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Quantum state tomography, quantum state discrimination (81P18)

Uses Software

• Adam
• U-Net

Cites Work

• Dynamic state reconstruction of quantum systems subject to pure decoherence
• Quantum Risk-Sensitive Estimation and Robustness
• Quantum State Filter With Disturbance and Noise
• Generating random density matrices
• Approximation by superpositions of a sigmoidal function

This page was built for publication: Deep learning-based quantum state tomography with imperfect measurement