Science activity

Articles (8) More info

1	Krivorotko O. , Zyatkov N. The Forecasting of the Spread of Infectious Diseases Based on Conditional Generative Adversarial Networks Mathematics. 2024. V.12. N19. 3044 :1-22. DOI: 10.3390/math12193044 WOS Scopus РИНЦ OpenAlex
2	Krivorotko O.I. , Zyatkov N.Y. , Kabanikhin S.I. Modeling Epidemics: Neural Network Based on Data and SIR-Model Computational Mathematics and Mathematical Physics. 2023. V.63. N10. P.1929-1941. DOI: 10.1134/s096554252310007x WOS Scopus РИНЦ OpenAlex
3	Krivorotko O. , Zyatkov N. Modeling of the COVID-19 epidemic in the Russian regions based on deep learning In compilation 2023 5th International Conference on Problems of Cybernetics and Informatics (PCI). – IEEE., 2023. – C.1-5. – ISBN 979-8-3503-1907-1. DOI: 10.1109/PCI60110.2023.10325993 Scopus OpenAlex
4	Krivorotko O.I. , Zyatkov N.Y. Data-driven regularization of inverse problem for SEIR-HCD model of covid-19 propagation in Novosibirsk region Eurasian Journal of Mathematical and Computer Applications. 2022. V.10. N1. P.51-68. DOI: 10.32523/2306-6172-2022-10-1-51-68 WOS Scopus РИНЦ OpenAlex
5	Zyatkov N. , Krivorotko O. Forecasting Recessions in the US Economy Using Machine Learning Methods In compilation 17th International Asian School-Seminar "Optimization Problems of Complex Systems (OPCS),13-17 Sept. 2021. 2021. – C.139-146. DOI: 10.1109/opcs53376.2021.9588678 OpenAlex
6	Krivorotko O. , Zvonareva T. , Zyatkov N. Numerical Solution of the Inverse Problem for Diffusion-Logistic Model Arising in Online Social Networks Communications in Computer and Information Science. 2021. P.444-459. DOI: 10.1007/978-3-030-86433-0_31 Scopus OpenAlex
7	Krivorotʹko O.I. , Kabanikhin S.I. , Zyatkov N.Y. , Приходько А.Ю. , Прохошин Н.М. , Shishlenin M.A. Mathematical modeling and forecasting of COVID-19 in Moscow and Novosibirsk region Сибирский журнал вычислительной математики. 2020. N4. P.395-414. DOI: 10.15372/sjnm20200404 OpenAlex
8	Lavrentiev M. , Романенко А.А. , Zyatkov N.Y. , Айзенберг А.А. , Айзенберг А.М. MODERN HARDWARE FACILITIES TO ACCELERATE SEISMIC DATA PROCESSING In compilation 18th International Multidisciplinary Scientific GeoConference SGEM2018. – International Multidisciplinary Scientific GeoConference-SGEM., 2018. – Т.1.5. – C.171-178. – ISBN 9786197408720. DOI: 10.5593/sgem2018v/1.5/s01.021 OpenAlex

Conference theses (2) More info

1	Krivorotko O.I. , Zyatkov N.Y. The forecasting of the COVID-19 spread in Russian Federation regions based on conditional generative adversarial network In compilation Тезисы докладов четырнадцатой международной мультиконференции "Биоинформатика регуляции и структуры геномов / системная биология". 2024. – C.438-440. – ISBN 978-5-91291-067-8. DOI: 10.18699/bgrs2024-2.3-03 РИНЦ OpenAlex
2	Rakshaeva* E. , Zyatkov N. , Aizenberg A.M. Modified effective reflection coefficient adapted for AVO inversion of moderate- and long-offset data In compilation SEG Technical Program Expanded Abstracts 2014. 2014. – C.496-500. DOI: 10.1190/segam2014-1171.1 OpenAlex

Conference attendances (7) More info

1	Krivorotko O. , Kaminskiy G. , Neverov A. , Zyatkov N. Parameter identification problem for mathematical model of Tuberculosis spread in Russian Federation regions depends on social-economic factors The 10th international conference «Quasilinear Equations, Inverse Problems and their Applications» 17-21 Oct 2024
2	Zyatkov N.Y. , Krivorotʹko O.I. Forecasting of the COVID-19 epidemic in uussian regions using conditional generative adversarial neural networks Евразийская научная конференция “Обратные и некорректные задачи в естествознании и искусственный интеллект” 16-20 Apr 2024
3	Krivorotko O. , Zyatkov N.Y. , Kabanikhin S.I. Deep learning for forecasting the spread of COVID-19 epidemic in the regions of the Russian Federation taking into account economic processes Dynamics in Siberia 26 Feb - 2 Mar 2024
4	Krivorotko O. , Zyatkov N. , Kabanikhin S. Inverse problem of economic growth model under epidemic conditions and deep learning regularization The ninth international conference "Quasilinear Equations, Inverse Problems and their Applications" 04-06 Dec 2023
5	Krivorotko O. , Kabanikhin S. , Petrakova V. , Zyatkov N. Inverse problems and deep learning in epidemiology and social processes 11th Applied Inverse Problems Conference 04-08 Sep 2023
6	Krivorotʹko O.I. , Zyatkov N.Y. Modeling of the COVID-19 Epidemic in the Russian regions Based on Deep Learning The 5th International Conference on Problems of Cybernetics and Informatics 28 Aug - 2 Sep 2023
7	Kabanikhin S.I. , Krivorotʹko O.I. , Zyatkov N.Y. , Стрижак С.В. , Лю Ш. Nonlinear regression for series predictions Huawei 9th Optical Workshop 11-12 Jul 2023

Degrees

2020 - Ph.D.