Publications

Konstantin Petrovich Lovetskiy, Dmitry Sergeevich Kulyabov, Leonid Antonovich Sevastianov, Stepan V. Sergeev. Chebyshev collocation method for solving second order ODEs using integration matrices. Discrete and Continuous Models and Applied Computational Science, 2023.

Migran Nelsonovich Gevorkyan, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov. Asymptote-based scientific animation. Discrete and Continuous Models and Applied Computational Science, 2023.

Anna Vladislavovna Korolkova, Migran Nelsonovich Gevorkyan, Dmitry Sergeevich Kulyabov. Implementation of hyperbolic complex numbers in Julia language. Discrete and Continuous Models and Applied Computational Science, 2022.

Konstantin Petrovich Lovetskiy, Dmitry Sergeevich Kulyabov, Ali Weddeye Hissein. Multistage pseudo-spectral method (method of collocations) for the approximate solution of an ordinary differential equation of the first order. Discrete and Continuous Models and Applied Computational Science, 2022.

Leonid Antonovich Sevastianov, Konstantin Petrovich Lovetskiy, Dmitry Sergeevich Kulyabov. Multistage collocation pseudo-spectral method for the solution of the first order linear ODE. 2022 VIII International Conference on Information Technology and Nanotechnology (ITNT), 2022.

Anastasia Vyacheslavovna Demidova, Tatyana Refatovna Velieva, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov. Surrogate modeling assistant software. Workshop on information technology and scientific computing in the framework of the XI International Conference Information and Telecommunication Technologies and Mathematical Modeling of High-Tech Systems (ITTMM-2021), 2021.

Arseny Vitalievich Fedorov, Anna Olegovna Masolova, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov. Implementation of an analytical-numerical approach to stochastization of one-step processes in the Julia programming language. Workshop on information technology and scientific computing in the framework of the XI International Conference Information and Telecommunication Technologies and Mathematical Modeling of High-Tech Systems (ITTMM-2021), 2021.

Anna Maria Yurievna Apreutesey, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov. Computer simulation of the stochastic RED algorithm. Workshop on information technology and scientific computing in the framework of the XI International Conference Information and Telecommunication Technologies and Mathematical Modeling of High-Tech Systems (ITTMM-2021), 2021.

Dmitry Sergeevich Kulyabov, Anna Vladislavovna Korol'kova. Computer Algebra in JULIA. Programming and Computer Software, 2021.

Migran Nelsonovich Gevorkyan, Anna Vladislavovna Korol'kova, Dmitry Sergeevich Kulyabov. Using a Template Engine as a Computer Algebra Tool. Programming and Computer Software, 2021.

Leonid Antonovich Sevastianov, Konstantin Petrovich Lovetskiy, Dmitry Sergeevich Kulyabov. Numerical integrating of highly oscillating functions: effective stable algorithms in case of linear phase. arXiv, 2021.

Anna Maria Yurievna Apreutesey, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov. Hybrid modelling of the RED algorithm in the Julia language. Information Technology, Telecommunications and Control Systems (ITTCS), 2020, 2020.

Migran Nelsonovich Gevorkyan, Anastasia Vyacheslavovna Demidova, Dmitry Sergeevich Kulyabov. Comparative analysis of machine learning methods by the example of the problem of determining muon decay. Discrete and Continuous Models and Applied Computational Science, 2020.

Arseny Vitalievich Fedorov, Anna Olegovna Masolova, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov. Application of a numerical-analytical approach in the process of modeling differential equations in the Julia language. Information Technology, Telecommunications and Control Systems (ITTCS), 2020, 2020.

Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov, Michal Hnatič. The multi-model approach to the study of complex systems using the example of the RED active queue management algorithm. Распределенные компьютерные и телекоммуникационные сети: управление, вычисление, связь (DCCN-2020), 2020.

Eugene Yurievich Shchetinin, Leonid Antonovich Sevastianov, Dmitry Sergeevich Kulyabov, Edik Artashevich Ayrjan, Anastasia Vyacheslavovna Demidova. Paralinguistic model for emotions recognition with deep neural networks. Распределенные компьютерные и телекоммуникационные сети: управление, вычисление, связь (DCCN-2020), 2020.

Eugene Yurievich Shchetinin, Leonid Antonovich Sevastianov, Dmitry Sergeevich Kulyabov, Edik Artashevich Ayrjan. On improving the accuracy of the classification on imbalanced classes with machine learning. Распределенные компьютерные и телекоммуникационные сети: управление, вычисление, связь (DCCN-2020), 2020.

Dmitry Sergeevich Kulyabov, Anna Vladislavovna Korolkova, Migran Nelsonovich Gevorkyan. Hyperbolic numbers as Einstein numbers. Journal of Physics: Conference Series, 2020.

Anastasiya Vyacheslavovna Demidova, Dmitry Sergeevich Kulyabov, Eugeny Yurievich Shchetinin. Skin cancer classification computer system development with deep learning. Workshop on information technology and scientific computing in the framework of the X International Conference Information and Telecommunication Technologies and Mathematical Modeling of High-Tech Systems (ITTMM-2020), 2020.

Anna Maria Yurievna Apreutesey, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov. Languages for modeling the RED active queue management algorithms: Modelica vs. Julia. Workshop on information technology and scientific computing in the framework of the X International Conference Information and Telecommunication Technologies and Mathematical Modeling of High-Tech Systems (ITTMM-2020), 2020.