Neural Network Enhanced Fock State Tomography
We present a machine learning enhanced histogram-based quantum state tomography for photon number states and direct parameter estimation on Wigner negativity, offering a diagnostic toolbox for Fock state applications.
Authors
- Chien-Ming Wu (ORCID: https://orcid.org/0000-0003-3191-8845)
- Ray‐Kuang Lee (ORCID: https://orcid.org/0000-0002-7171-7274)
- Huali Chen (ORCID: https://orcid.org/0000-0002-8907-1715)
- Ole Steuernagel (ORCID: https://orcid.org/0000-0001-6089-7022)
- H. Wu (ORCID: https://orcid.org/0000-0003-4813-3833)
- Hsien-Yi Hsieh (ORCID: https://orcid.org/0000-0001-5227-8248)
- Zi-Hao Shi
- Yi-Ru Chen
- M. J. Huang
- Jingyu Ning
- Po-Han Wang
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1364/cleo_fs.2025.ff113_6
- Primary Topic
- Quantum Information and Cryptography
- Type
- article
- Field-Weighted Citation Impact
- 0.00