Introduction:
Male, born in Xishui, Hubei Province in 1972. He received his bachelor's degree from the Department of physics, Beijing Normal University in 1995, master's degree from the Department of physics, Beijing Normal University in 1998, and doctor's degree from the Institute of theoretical physics, Chinese Academy of Sciences in 2001. From 2001 to 2003, he worked in the advanced research center of Tsinghua University, from 2003 to 2004 in the Institute of theoretical physics, Chinese Academy of Sciences, and from 2004 to 2006 in the Department of physics, Georgia Institute of technology. He joined the Institute of physics, Chinese Academy of Sciences in August 2006. Now he is a researcher and doctoral supervisor of Institute of physics, Chinese Academy of Sciences.

The main research directions are as follows

Quantum information and quantum computing;
Quantum physics;
Quantum machine learning.

The main work and achievements in the past are as follows
So far, 77 SCI papers and 1 monograph have been published. This paper mainly studies the theoretical scheme of realizing quantum information and quantum computing tasks, the characterization of multi-body quantum entanglement and its application in multi-body physics, as well as the peculiar quantum coherence effect in condensed matter system.

Representative papers and patents:

2014 (recent)

1. Zheng An, Hai-Jing Song, Qi-Kai He and D. L. Zhou, Quantum optimal controlof multi-level dissipative quantum systems with Reinforcement Learning,  Phys.Rev. A 103, 012404 (2021)
2. L. Liu and D.L. Zhou, Increasing the dimension of the maximal purecoherent subspace of a state via incoherent operations， PRA 102, 062427 (2020)
3. Shi-Yao Hou, Chenfeng Cao, D L Zhou and Bei Zeng, Upper bounds for relative entropy of entanglement based on active learning,  Quantum Sci. Technol. 5 045019 (2020)
4. Liu, C. L. and Zhou, D. L.Catalyst-assisted probabilistic coherence distillation for mixed states, Phys. Rev. A 101, 012303 (2020)
5. Bei Zeng,Xie Chen, Duan-Lu Zhou, and Xiao-Gang Wen, Quantum information meets quantum matter: From quantum entanglement to topological phases of many-body systems, Springer 2019
6. Liu, C. L. and Zhou, D. L.Deterministic Coherence Distillation Phys. Rev. Lett. 123, 070402 (2019)
7. Song, Hai-Jing, Song, Tieling, He, Qi-Kai, Liu, Yang and Zhou, D. L.Geometry and symmetry in the quantum Boltzmann machine Phys. Rev. A 99, 042307 (2019)
8. Zheng An and D. L. Zhou, Deep reinforcement learning for quantum gate control, EPL 126, 60002 (2019)
9. He, Qi-Kaiand Zhou, Duan-Lu, Tunable coupling between a superconducting resonator and an artificial atom, EPJD 73, 96 (2019)
10. S.Lu, S. Huang, K. Li, J. Li,  J. Chen,  D. Lu,  Z. Ji,  Y. Shen, D. Zhou,  and B. Zeng, Separability-entanglement classifier via machine learning, Phys. Rev. A 98, 012315 (2018)
11. Qi-Kai He Wei Zhu, Z. W. & Zhou, D. L.Single-photon scattering with counter rotating wave interaction, Phys. B: At. Mol. Opt. Phys., 2017, 50, 145002
12. Wei Zhu, P. Zhang and Zhou, D.Configuration-dependent reflection induced by dissipated localized modes, Phys. Lett., 2017, 117, 44003
13. Xing Chen, Xueyuan Hu andZhou, D. L.Entanglement witness game Phys. Rev. A, 2017, 95, 052326
14. Chen, J.-Y., Ji, Z., Liu, Z.-X., Qi, X., Yu, N., Zeng, B. andZhou, D.Physical origins of ruled surfaces on the reduced density matrices geometry, Sci. China-Phys. Mech. Astron., 2017, 60, 020311
15. Liu, Y., Zeng, B. and Zhou, D. L.Irreducible many-body correlations in topologically ordered systems, New J. Phys., 2016, 18, 023024
16.  Tieling Song and D.L. Zhou, Hysteresis in a superfluid atom circuit, Annals of Physics, 2016, 372, 553
17. Chen, L. and Zhou, D. L., Graph states of prime-power dimension from generalized CNOT quantum circuit, Scientific Reports, 2016, 6, 27135
18.  Zeng, B. and Zhou, D. L., Topological and error-correcting properties for symmetry-protected topological order, Phys. Lett., 2016, 113, 56001
19. Zhu, W., Xiao, X., Zhou, D.-L. and Zhang, P., Single-photon scattering by two separated atoms in a supercavity, Chinese Phys. B, 2016, 25, 064203
20. Fang, Y.-N., Dong, G.-H., Zhou, D.-L. & Sun, C.-P., Quantification of Symmetry, Theor. Phys., 2016, 65, 423
21. Chen, J., Ji, Z., Li, C.-K., Poon, Y.-T., Shen, Y., Yu, N., Zeng, B. and Zhou, D., Discontinuity of maximum entropy inference and quantum phase transitions, New J. Phys., 2015, 17, 083019
22. Liu, Y. & Zhou, D., Transfer of an arbitrary photon state along a cavity array without initialization, New J. Phys., 2015, 17, 013032
23. Liu, Y. & Zhou, D. L., Quantum state transfer along a ring with time-reversal asymmetry, Phys.Rev. A, 2015, 91, 052318
24. Guo, Y., Wang, Z. H. andZhou, D. L., Dissipative dynamics of a spin in a spin environment with non-uniform coupling, Phys. J. D, 2014, 68, 110
25. Z.H. Wang, Y.J. Ji, Y. Li, and D.L Zhou, Dissipation and decoherence induced by collective dephasing in a coupled-qubit system with a common bath, Phys.Rev. A, 91, 013838 (2015)
26. W. Zhu, Z.H. Wang, and D.L. Zhou, Multimode effects in cavity QED based on a one-dimensional cavity array, Phys.Rev. A, 90, 043828 (2014)
27. Yang Liu and D.L. Zhou, Optimized quantum state transfer through an XY spin chain, Phys.Rev. A, 89, 062301 (2014).
28. Z.H. Wang and D.L. Zhou, Quasidark state and quantum interference in the Jaynes-Cummings model witha common bath, Phys.Rev. A, 89, 013809 (2014)
29. Y. Guo, Z.H. Wang, and D.L. Zhou, Dissipative dynamics of a spin in a spin environment with non-uniformcoupling, Phys. J. D, 68 110 (2014)
30. D.L. Zhou, Efficient Numerical Algorithm on Irreducible Multiparty Correlations, Theor. Phys., 67 187 (2014)

Current research topics and prospects:
Classification and characterization of multi body quantum states based on machine learning
Fault tolerant quantum state transfer theory
Topological quantum state and topological quantum phase transition
Fabrication and study of coupled multi qubit and resonant cavity
Theoretical research on universal properties of quantum resources

Training of Postgraduates:
It is planned to recruit 1-2 doctoral students and 1 postdoctoral student every year.

Tel：010-82649749

Email：zhoudl72@iphy.ac.cn