1. 2023
  2. Forecasting the state of complex network systems using machine learning methods

    Князев, Н. А., Першин, А. Ю., Головкина, А. Г. & Козынченко, В. А., 30 Sep 2023, In: Cybernetics and Physics. 12, 2, p. 129-135 7 p.

    Research output: Contribution to journalArticlepeer-review

  3. «Программа для построения матричного отображения Тейлора для автономных обыкновенных дифференциальных уравнений» (TM-build)

    Головкина, А. Г., Клименко, И. С., Козынченко, В. А. & Князев, Н. А., 25 Jan 2023, Федеральная служба по интеллектуальной собственности, Patent No. 2023611840, 28 Dec 2022, Priority date 28 Dec 2022

    Research output: Patenting and IP registrationCertificate of registration

  4. 2022
  5. Parametric Identification of a Dynamical System with Switching

    Golovkina, A. & Kozynchenko, V., 23 Jul 2022, Computational Science and Its Applications- ICCSA 2022 Workshops, Proceedings. Gervasi, O., Murgante, B., Misra, S., Rocha, A. M. A. C. & Garau, C. (eds.). Cham: Springer Nature, p. 557–569 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13380 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  6. Программа для реконструкции правых частей автономных обыкновенных дифференциальных уравнений (ODEBuild)

    Головкина, А. Г. & Козынченко, В. А., 18 May 2022, Федеральная служба по интеллектуальной собственности, Patent No. 2022618901, 4 May 2022, Priority date 4 May 2022

    Research output: Patenting and IP registrationCertificate of registration

  7. Neural Network Representation for Ordinary Differential Equations

    Головкина, А. Г. & Козынченко, В. А., 2022, (Accepted/In press) Artificial Intelligence in Models, Methods and Applications. Dolinina, O., Bessmertny, I., Brovko, A., Kreinovich, V., Pechenkin, V., Lvov, A. & Zhmud, V. (eds.). Springer Nature, (Studies in Systems, Decision and Control; vol. 457).

    Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

  8. Метод последовательных приближений для построения модели динамической полиномиальной регрессии

    Головкина, А. Г., Козынченко, В. А. & Клименко, И. С., 2022, (Accepted/In press) In: ВЕСТНИК САНКТ-ПЕТЕРБУРГСКОГО УНИВЕРСИТЕТА. ПРИКЛАДНАЯ МАТЕМАТИКА. ИНФОРМАТИКА. ПРОЦЕССЫ УПРАВЛЕНИЯ. 18, 4

    Research output: Contribution to journalArticlepeer-review

  9. 2021
  10. Reconstruction of Ordinary Differential Equations from Irregularly Distributed Time-Series Data

    Golovkina, A. G., Kozynchenko, V. A. & Kulabukhova, N. V., 13 Dec 2021, Proceedings of the 9th International Conference "Distributed Computing and Grid Technologies in Science and Education" (GRID'2021), Dubna, Russia, July 5-9, 2021 . Korenkov, V., Nechaevskiy, A. & Zaikina, T. (eds.). RWTH Aahen University, Vol. 3041. p. 342-347 (CEUR Workshop Proceedings; vol. 3041).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  11. Reconstruction and Identification of Dynamical Systems Based on Taylor Maps

    Golovkina, A., Kozynchenko, V. & Kulabukhova, N., 10 Sep 2021, Computational Science and Its Applications – ICCSA 2021 - 21st International Conference, Proceedings: 21st International Conference, Cagliari, Italy, September 13–16, 2021, Proceedings, Part VIII. Gervasi, O., Murgante, B., Misra, S., Garau, C., Blečić, I., Taniar, D., Apduhan, B. O., Rocha, A. M., Tarantino, E. & Torre, C. M. (eds.). Springer Nature, p. 360-369 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12956 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  12. 2020
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