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”
