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  1. 2025

  2. Revisiting linear machine learning through the perspective of inverse problems

    Liu, S., Kabanikhin, S., Strijhak, S., Wang, Y. A. & Zhang, Y., 28 Mar 2025, In: Journal of Inverse and Ill-Posed Problems.

    Research output: Contribution to journal › Article › peer-review

  3. Regularization of Machine Learning and Linear Algebra

    Liu, S., Kabanikhin, S. I. & Strijhak, S. V., 15 Feb 2025, CSAI 2024 - Proceedings of 2024 8th International Conference on Computer Science and Artificial Intelligence. Xiangqun, C. & Juan, F. (eds.). Association for Computing Machinery, p. 327-332 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  4. 2023

  5. Spectral, Scattering and Dynamics: Gelfand–Levitan–Marchenko–Krein Equations

    Kabanikhin, S., Shishlenin, M., Novikov, N. & Prokhoshin, N., Nov 2023, In: Mathematics. 11, 21, 4458.

    Research output: Contribution to journal › Article › peer-review

  6. Numerical Algorithm for Source Determination in a Diffusion–Logistic Model from Integral Data Based on Tensor Optimization

    Zvonareva, T. A., Kabanikhin, S. I. & Krivorotko, O. I., Sept 2023, In: Computational Mathematics and Mathematical Physics. 63, 9, p. 1654-1663 10 p.

    Research output: Contribution to journal › Article › peer-review

  7. Agent-based mathematical model of COVID-19 spread in Novosibirsk region: Identifiability, optimization and forecasting

    Krivorotko, O., Sosnovskaia, M. & Kabanikhin, S., 1 Jun 2023, In: Journal of Inverse and Ill-Posed Problems. 31, 3, p. 409-425 17 p.

    Research output: Contribution to journal › Article › peer-review

  8. The Cauchy problem for the 3D Poisson equation: Landweber iteration vs. horizontally diagonalize and fit method

    Botchev, M. A., Kabanikhin, S. I., Shishlenin, M. A. & Tyrtyshnikov, E. E., 1 Apr 2023, In: Journal of Inverse and Ill-Posed Problems. 31, 2, p. 203-221 19 p.

    Research output: Contribution to journal › Article › peer-review

  9. Simulation of COVID-19 Spread Scenarios in the Republic of Kazakhstan Based on Regularization of the Agent-Based Model

    Krivorotko, O. I., Kabanikhin, S. I., Bektemesov, M. A., Sosnovskaya, M. I. & Neverov, A. V., Mar 2023, In: Journal of Applied and Industrial Mathematics. 17, 1, p. 94-109 16 p.

    Research output: Contribution to journal › Article › peer-review

  10. 2021

  11. Gelfand-Levitan-Krein method in one-dimensional elasticity inverse problem

    Kabanikhin, S. I., Novikov, N. S. & Shishlenin, M. A., 20 Dec 2021, In: Journal of Physics: Conference Series. 2092, 1, 012022.

    Research output: Contribution to journal › Conference article › peer-review

  12. Practical identifiability of mathematical models of biomedical processes

    Kabanikhin, S., Bektemesov, M., Krivorotko, O. & Bektemessov, Z., 20 Dec 2021, In: Journal of Physics: Conference Series. 2092, 1, 012014.

    Research output: Contribution to journal › Conference article › peer-review

  13. International Conference «Marchuk Scientific Readings 2021» (MSR-2021)

    Mikhailov, G. A., Kabanikhin, S. I., Laevsky, Y. M., Penenko, V. V., Glinsky, B. M., Zagorulko, Y. A., Shishlenin, M. A., Podkolodnyy, N. L. & Penenko, A. V., 13 Dec 2021, In: Journal of Physics: Conference Series. 2099, 1, 011001.

    Research output: Contribution to journal › Editorial › peer-review

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