个人简介

曾业雄，男，湖南娄底人，1993年4月生，澳门新新浦京708“潇湘学者”特聘教授。2021年博士毕业于大连理工大学，随后在日本理化学研究所（RIKEN）及美国密歇根大学Franco Nori教授课题组开展博士后研究，2026年6月起任职于澳门新新浦京708。长期从事人工智能赋能量子计算、量子控制与量子光学等方向的理论研究，致力于将机器学习方法应用于量子信息科学，重点聚焦容错量子计算的关键理论问题。以第一作者身份在《Physical Review Letters》（3篇）等国际权威期刊发表高水平论文，研究成果入选理化学研究所年度研究亮点（Research Highlight），并作为骨干成员参与日本推进战略性研究开发战略性基础研究促进计划等重要科研项目，相关成果被 Science Daily、Phys.org 等知名科技媒体报道。同时担任《Physical Review Letters》《Physical Review X》等国际期刊审稿人。

Ｅmail: zyx_dlut@163.com

学术贡献

1. 提出了基于最短哈密顿量距离的有效玻色编码自动纠错方案。

2. 构建了神经网络驱动的极简近似GKP 编码方法。

3. 提出了通过高阶指数抑制单光子耗散与退相位的压缩编码理论。

4. 提出了基于变分梯度下降的开放量子系统机器学习控制理论。

5. 提出了基于神经网络的强声子阻塞测量方案。

承担课题

1. 主持澳门新新浦京708“潇湘学者”特聘教授项目

代表性论文

1. Y. Zeng,Quijandría, C. Gneiting, F. Nori, Quantum Error Correction with Superpositions of Squeezed Fock States,Physical Review Letters 136 (19), 190602（2026）.

2. Y. Zeng, W. Qin, Y.H. Chen, C.Gneiting, F.Nori, Neural Network-Based Design of Approximate Gottesman Kitaev-Preskill Code, Physical Review Letters 134, 060601 (2025).

3. Y. H. Liu,Y. Zeng, Q.S. Tan, D. Dong, F. Nori, J.Q. Liao, Optimal control of linear Gaussian quantum systems via quantum learning control, Physical Review A 109 (6), 063508 (2024).

4. Y. Zeng, Z.Y.Zhou, E. Rinaldi, C. Gneiting, F. Nori, Approximate autonomous quantum error correction with reinforcement learning, Physical Review Letters 131 (5),050601 (2023).

5. F. Y. Zhang,Y. Zeng, Q.C. Wu, C.P. Yang, Cat-state encoding of a quantum information processor module with

cavity–magnon system, Applied Physics Letters 122 (8)(2023).

6. W.Y. Liu, L.B. Fan,Y. Zeng, J.F. Huang, J.Q. Liao, Quantum thermalization and thermal entanglement in the

open quantum rabi model, Annalen der Physik 535 (2), 2200502 (2023).

7. Y. Zeng, B. Xiong, C. Li, Suppressing laser phase noise in an optomechanical system, Frontiers of Physics 17 (1), 12503 (2022).

8. Y. Zeng, T. Gebremariam, J. Shen, B. Xiong, C. Li, Application of machine learning for predicting strong phonon blockade, Applied Physics Letters 118(16)(2021).

9. Y. Zeng, J. Shen, M.S. Ding, C. Li, Macroscopic Schrodinger cat state swapping in optomechanical system, Optics Express 28 (7), 9587-9602 (2020).

10. Y. Zeng, J. Shen, S. C. Hou, T. Gebremariam, C. Li, Quantum control based on machine learning in an open quantum system, Physics Letters A 384 (35), 126886 (2020).

11. T. Gebremariam,Y. Zeng, M. Mazaheri, C. Li, Enhancing optomechanical force sensing via precooling and quantum

noise cancellation, Science China Physics, Mechanics & Astronomy 63 (1), 210311(2020).

12. Y. Zeng, J. Shen, T. Gebremariam, C. Li, The study of interference effect in a globally coupled quantum network,

Quantum Information Processing 18 (7), 205 (2019).

13. Y. Zeng, T. Gebremariam, M.S. Ding, C. Li, The influence of non‐markovian characters on quantum adiabatic evolution, Annalen der Physik 531 (1), 1800234 (2019) (杂志封面).

14. Y. Zeng, T. Gebremariam, M.S.Ding, C. Li, Quantum optical diode based on Lyapunov control in a superconducting system, Journal of the Optical Society of America B 35 (9), 2334-2341 (2018).

15. T. Gebremariam,Y. Zeng, C.Li, Dynamics of quantum correlations for two mode entangle dcoherent fields, Results in physics 7, 3773-3777 (2017).