Vladislav Belavin
- Visiting Scholar:Faculty of Computer Science / Big Data and Information Retrieval School
- Research Assistant, Postgraduate Student:Faculty of Computer Science / Laboratory of Methods for Big Data Analysis
- Vladislav Belavin has been at HSE University since 2017.
Education
2016
Bachelor's in Applied Mathematics and Applied Physics
Moscow Institute of Physics and Technology
Young Faculty Support Program (Group of Young Academic Professionals)
Category "New Researchers" (2019)
Postgraduate Studies
2nd year of study
Approved topic of thesis: Geometrical Learning for recognition and generation of hierarchical graphical patterns in particle physics
Academic Supervisor: Ustyuzhanin, Andrey
Courses (2019/2020)
- Applied Statistical Data Analysis (Bachelor’s programme; Faculty of Computer Science; 3 year, 1, 2 module)Rus
- Past Courses
Courses (2018/2019)
Applied Statistical Data Analysis (Bachelor’s programme; Faculty of Computer Science; 3 year, 1, 2 module)Rus
Publications8
- Article Belavin V., Ustyuzhanin A. Electromagnetic shower generation with Graph Neural Networks // Journal of Physics: Conference Series. 2020. P. 1-7. (in press)
- Article A. Boldyrev, D. Derkach, M. Hushchyn, N. Kazeev, A. Maevskiy, F. Ratnikov, A. Ustyuzhanin, V. Belavin, M. Borisyak. Measurement of CP observables in the process B0 → DK*0 with two- and four-body D decays // Journal of High Energy Physics. 2019. No. 08(2019)041. P. 1-29. doi
- Article Ustyuzhanin A., Ratnikov F., Borisyak M. A., Arzymatov K., Belavin V. Observation of a narrow pentaquark state, Pc(4312)+, and of two-peak structure of the Pc(4450)+ // Physical Review Letters. 2019. Vol. 122. No. 22. P. 222001-1-222001-11. doi
- Article Maevskiy, A., Boldyrev, A, Derkach, D., Hushchyn, M., Kazeev, N., Ratnikov, F., Ustyuzhanin, A., Belavin, V., Borisyak, M. Observation of the Λb0→χc1 (3872) pK− decay // Journal of High Energy Physics. 2019. No. 09(2019)28. P. 1-19. doi
- Article A. Boldyrev, D. Derkach, M. Hushchyn, N. Kazeev, A. Maevskiy, F. Ratnikov, A. Ustyuzhanin, V. Belavin, M. Borisyak. Updated measurement of time-dependent 𝐶𝑃-violating observables in 𝐵0𝑠→𝐽/𝜓𝐾+𝐾− decays // The European Physical Journal C - Particles and Fields. 2019. No. 79:706. P. 1-26. doi
- Article Karpov M., Arzymatov K., Belavin V., Сапронов А. А., Ustyuzhanin A., Nevolin A. Hybrid approach to design of storage attached network simulation systems // International Journal of Civil Engineering and Technology. 2018. Vol. 9. No. 11. P. 220-226.
- Article V.Belavin, A.Filatov, A.Ustyuzhanin, S.Shirobokov. Machine-Learning for electro-magnetic showers reconstruction in emulsion cloud chambers // Journal of Physics: Conference Series. 2018. Vol. 1085. No. 4. P. 042025-1-042025-6. doi
- Article Belavin V., Ustyuzhanin A., Arzymatov K., Karpov M., Сапронов А. А. Tuning hybrid distributed storage system digital twins by reinforcement learning // Advances in Systems Science and Applications. 2018. Vol. 18. No. 4. P. 1-12. doi
Conferences
- 2019Технологии искусственного интеллекта (Москва). Presentation: Цифровые двойники: искусственный интеллект и классическое моделирование
- 2018Second International Workshop on Nuclear Emulsions for Neutrino Studies and WIMP Search (Anacapri). Presentation: Machine learning applied to EM showers of the OPERA experiment
- 2017
18th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (Сиэтл). Presentation: Machine-Learning techniques for electro-magnetic showers identification in OPERA dataset
