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計算數學與控制系

副教授

SMBU

作者:    審核:    發布時間:2024-02-29    閱讀次數:

PERSONAL DATA       Name: Andrey Grigorievich Belov

Date of Birth: 11 May 1960

Place of Birth: Chita region, USSR

Citizenship: Russian Federation

E-mail: belov@cs.msu.su

Phone: +7 (915) 273-73-82

EDUCATION, ACADEMIC DEGREES AND TITLES

2023       Honorary title "Honored Researcher of the Moscow State University", Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University

1989   PhD degree. Dissertation topic: “Computational aspects of the application of generalized Poisson models”, thesis on specialty “computational mathematics” and “probability theory and mathematical statistics”

1983-1987   PhD student in Department of Mathematical Physics, Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russia

1978-1983   Masters Degree. Department of Mathematical Physics, Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow, Russia.


RESEARCH AND WORK EXPERIENCE

Department of Mathematical Physics, Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University

2021-present    Acting Head, Senior Researcher of the Laboratory of Inverse Problems

Duties:

- scientific management of a group of employees in the study of independent topics;

- statistical modeling of multiple processes;

- numerical methods for solving direct and inverse

problems;

- statistical processing of experimental results of

photonuclear processes, plasma boundary control,

biology;

- educational activities with students and postgraduates;

- data analysis and articles writing

1992-2021   Researcher, Senior Researcher, the same lab.

1983-1992   Engineer, senior mathematician, junior researcher, the same lab.


International Jewish Institute of Economics, Finance and Law (part-time job)

2009-2012   Associate Professor, Head of the Department of

Computer Science and Mathematics (from 2010) International Institute of the XXI Century (part-time job)


2007-2009   Associate Professor of the Department of Economic Disciplines


Moscow State Open University (part-time job)

2007-2008   Associate Professor, Faculty of International Economic Relations



TEACHING EXPERIENCE

Faculty of Computational Mathematics and Cybernetics, Lomonosov

Moscow State University, Moscow

Participation in the entrance examinations

2020-2024   Seminars “Probability Theory and Mathematical Statistics” (foreign department)

2012        Special course “Basics of statistical analysis using the Statistica package”

2009        Special course “Fundamentals of Econometrics” Lomonosov Moscow State University, Kazakhstan branch, Astana

2011        Special course “Multivariate statistical analysis”International Jewish Institute of Economics, Finance and Law

2009-2012   Courses “Econometrics” and “Statistics”International Institute of the XXI Century

2007-2009   Courses “Econometrics” and “Statistics”Moscow State Open University, Faculty of International Economic Relations


AREA OF SPECIALIZATION

Probability theory and mathematical statistics, Computational mathematics

RESEARCH INTERESTS

· problems of statistical modeling

· development of methods for processing observation results in various

fields of natural science

PUBLICATIONS   Author of 84 scientific works, including 4 books and 36 articles in highly rated journals. Main publications:

1. Belov, A.G., Polienko, A.E. & Belova, O.A. (2021) Multifactor Modeling and Analysis of Repeated Observations of Biological Objects. Moscow

Univ. Comput. Math. Cybern. 45(2): 45–52, doi:10.3103/S0278641921020011

2. Belov, A.G. (2019) A Confidence Tube of the Mean Value of Multiple Observations in Multivariate Linear Normal Multiregression. Moscow

Univ. Comput. Math. Cybern. 43(2): 61–64, doi: 10.3103/S0278641919020031

3. Zotov, I.V, Belov, A.G. (2014) The code RPB for determination plasma boundary from magnetic measurements (module of program library

?Virtual Tokamak?). Problems of Atomic Science and Technology Ser. Thermonuclear Fusion, 37(1): 97–102 (in Russian)

4. Belov, A.G., Ufimtsev, M.V. (2009) Point estimates of parameters for Neuman distribution of order k . Comput Math Model 20(1): 85–99, doi:

10.1007/s10598-009-9022-5

5. Belov, A.G., Galkin, V.Ya., Soldatova, T.A. (1991) Modeling and statistical analysis of the spatial distribution of ground beetle populations.

Bulletin of Moscow University, 15(4): 32-39 (in Russian)

6. Belov, A.G., Galkin, V.Ya., Ufimtsev, M.V. (1985) Probabilistic statistical problems in the experimental separation of multiple processes.

Moscow State University, Moscow, 141 p. (in Russian) MAIN SCIENTIFIC RESULTS

Methods have been developed and algorithms have been implemented for solving direct and inverse problems for generalized Poisson distributions, models of linear confluence, multivariate multiple regression and multivariate analysis of repeated observations, as well as numerical analysis of the magnetic diagnostic system Tokamak KTM and T-15M using the modules created and implemented in the library "Virtual Tokamak" computational code RPB (Reconstruction of Plasma Boundary) for calculating the plasma boundary from magnetic measurements. The obtained methods were used in processing and interpreting the results of experiments in nuclear physics, virology, entomology, insurance, and sports.


AWARDS

2023 – Title "Honored Researcher of the Moscow State University"

2016 – Award under the Moscow State University Development Program

RESEARCH GRANTS (last 10 years)

Supervisor

2021-2022 – state project of Ministry of Science and Higher Education of Russia, No АААА-А21-121012090126-5 "Inverse problems of control and data processing "

Main performer

2021-2025 – state project of Ministry of Science and Higher Education of Russia, No 121040900047-2 “Development of methods for solving inverse problems of mathematical physics”

2017-2019 – Russian Foundation for Basic Research, No 17-07-00883 “Application of network technologies for the integration of tools for modeling processes in high-temperature plasma” 2016-2020 – state project of Ministry of Science and Higher Education of Russia, No AAA-A16-116021510093-9 “Inverse problems of studying matter by diffraction methods and terminal control problems”

2014-2016 – Russian Foundation for Basic Research, No 14-07-00912-a

“Development of a unified software environment for modeling processes in high-temperature plasma”

2011-2015 – state project of Ministry of Science and Higher Education of Russia, No 01201154972 “Inverse problems in the study of the structure of matter and control”

關閉

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電話:0755-28323024

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