Projects per year
Personal profile
Personal profile
I have completed my PhD study in 2014 at McMaster University in Canada. My thesis focuses on asymptotic behaviour of three infinite dimensional diffusions arising from population genetics. After graduation, I worked at Zhongnan University of Economics and Law, and join Xian Jiaotong Liverpool University since September 2017. nbsp;My research interests are mainly about asymptotic behaviours of Markov process, such as large deviation principle and moderate deviation principle in statistical physics and population genetics. Concentration inequality and some other type of non-asymptotic approximation would be my new interest due to its fundamental role in machine learning and random algorithm.
Research interests
Large deviation principle, population genetics, Statistical physics, Statistical inference.
Experience
Associate Professor, Xi'an-Jiaotong Liverpool University - 2023 to present
Lecturer, Xi'an-Jiaotong Liverpool University - 2017 to 2023
Lecturer, Zhongnan University of Economics and Law - 2014 to 2017
Teaching
MTH007, MTH008, MTH206 (Module Leader), MTH 302, MTH 303, MTH312 (Module Leader)
Education/Academic qualification
Ph.D. , McMaster University, Hamilton,ON. Canada - 2014
M.Sc , McMaster University, Hamilton,ON. Canada - 2010
M.Sc , Wuhan University, Wuhan, Hubei, China - 2009
B.Sc , Central China Normal University, Wuhan, Hubei, China - 2007
Person Types
- Staff
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Asymptotic behavior of exchangeable random partitions
1/01/23 → 31/12/25
Project: Internal Research Project
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Valuation of American and Barrier Options under Continuous-Time Markov Chains and Applications
Hong, Y., Zhou, Y., Yang, C., Wu, Y. & Xu, M.
1/01/23 → 31/12/25
Project: Internal Research Project
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Heterogeneous High-throughput Data Association
Ma, F., Niu, Q., Zhou, Y., Liang, H., 赵科科, 马静, Wathen, A., 申槟瑞 & 朱圣鑫
1/01/19 → 31/12/21
Project: Internal Research Project
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Some Problems associated with two-parameter Fleming-Viot process
Zhou, Y., 王艳清 & 刘晔诚
1/01/18 → 31/12/20
Project: Governmental Research Project
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Confluent Vandermonde with Arnoldi
Niu, Q., Zhang, H. & Zhou, Y., Jan 2023, In: Applied Mathematics Letters. 135, 108420.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Let Knowledge become wisdom-Understanding Calculus
Zhou, Y., Han, Y., Tang, S. & Zhang, L., Dec 2023, (Accepted/In press)Research output: Book/Report/Edited volume › Book › peer-review
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MODELING RANDOMLY WALKING VOLATILITY WITH CHAINED GAMMA DISTRIBUTIONS
Zhang, D. & Zhou, Y., 2023, (Submitted).Research output: Contribution to conference › Paper
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Transition density of an infinite-dimensional diffusion with the jack parameter
Zhou, Y., Sept 2023, In: Journal of Applied Probability. 60, 3, p. 797-811 15 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Asymptotic expansions and precise deviations in the Kingman coalescent
Fuqing Gao & Wang, Y., 2021, In: Electronic Communications in Probability. 26, 1083-589X, p. 1 11 p., 7.Research output: Contribution to journal › Article › peer-review
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Diffusion Process and its applications in Deep learning
Youzhou Zhou (Speaker)
1 Jul 2024 → 5 Jul 2024Activity: Talk or presentation › Invited talk
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Precise Asymptotic of Ewens-Pitman Sampling model
Youzhou Zhou (Speaker)
12 Apr 2024 → 14 Apr 2024Activity: Talk or presentation › Invited talk
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Diffusions Derived from Branching Diagram
Youzhou Zhou (Speaker)
20 Oct 2023Activity: Talk or presentation › Invited talk
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Diffusions Derived from Branching Diagram
Youzhou Zhou (Speaker)
23 Sept 2023 → 27 Sept 2023Activity: Talk or presentation › Presentation at conference/workshop/seminar
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Transition Density of an infinite-dimensional diffusion with the Jack parameter
Youzhou Zhou (Speaker)
20 Aug 2023 → 24 Aug 2023Activity: Talk or presentation › Presentation at conference/workshop/seminar