Publications

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.

Migran Nelsonovich Gevorkyan, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov. Approaches to the implementation of generalized complex numbers in the Julia language. 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 Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov, Michal Hnatič. Practical Application of the Multi-model Approach in the Study of Complex Systems. Distributed Computer and Communication Networks. DCCN 2020, 2020.

Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov. One-step Stochastization Methods for Open Systems. EPJ Web of Conferences, 2020.

Eugene Yurievich Shchetinin, Leonid Antonovich Sevastianov, Dmitry Sergeevich Kulyabov, Edik Artashevich Ayryan, Anastasiya Vyacheslavovna Demidova. Melanoma Detection Computer System Development with Deep Neural Networks. Distributed Computer and Communication Networks: Control, Computation, Communications, 2020.

Eugene Yurievich Shchetinin, Leonid Antonovich Sevastianov, Dmitry Sergeevich Kulyabov, Edik Artashevich Ayrjan, Anastasia Vyacheslavovna Demidova. Deep Neural Networks for Emotion Recognition. Distributed Computer and Communication Networks. DCCN 2020, 2020.

Leonid Antonovich Sevastianov, Konstantin Petrovich Lovetskiy, Dmitry Sergeevich Kulyabov. An Effective Stable Numerical Method for Integrating Highly Oscillating Functions with a Linear Phase. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020.

Migran Nelsonovich Gevorkyan, Anastasiya Vyacheslavovna Demidova, Anna Vladislavovna Korol'kova, Dmitry Sergeevich Kulyabov. A Practical Approach to Testing Random Number Generators in Computer Algebra Systems. Computational Mathematics and Mathematical Physics, 2020.

Migran Nelsonovich Gevorkyan, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov, Leonid Antonovich Sevast'yanov. A Modular Extension for a Computer Algebra System. Programming and Computer Software, 2020.

Lê Anh Nhật, Konstantin Petrovich Lovetskiy, Leonid Antonovich Sevastianov, Dmitry Sergeevich Kulyabov. Numerical modeling of stationary pseudospin waves on a graphene monoatomic films. Discrete and Continuous Models and Applied Computational Science, 2019.

Nikolay Yurievich Kravchenko, Dmitry Sergeevich Kulyabov. Mathematical model of cavitation under the influence of a single stretching pulse. Discrete and Continuous Models and Applied Computational Science, 2019.

Le Anh Nhat, Konstantin Petrovich Lovetskiy, Dmitry Sergeevich Kulyabov. A new algorithm used the Chebyshev pseudospectral method to solve the nonlinear second-order Lienard differential equations. Journal of Physics: Conference Series, 2019.

Leonid Antonovich Sevastianov, Anton Leonidovich Sevastianov, Edik Artashevich Ayrjan, Anna Vladislavovna Korolkova, Dmitry Sergeevich Kulyabov, Imrikh Pokorny. Structural Approach to the Deep Learning Method. Proceedings of the 27th Symposium on Nuclear Electronics and Computing (NEC-2019), 2019.

Dmitry Sergeevich Kulyabov, Anna Vladislavovna Korolkova, Tatiana Refatovna Velieva, Migran Nelsonovich Gevorkyan. Numerical analysis of eikonal equation. Saratov Fall Meeting 2018: Laser Physics, Photonic Technologies, and Molecular Modeling, 2019.