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Katsiaryna Haitsiukevich

    20212023

    Research activity per year

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    • 2023

      Improved Training of Physics-Informed Neural Networks with Model Ensembles

      Haitsiukevich, K. & Ilin, A., 2023, IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings. IEEE, (Proceedings of International Joint Conference on Neural Networks).

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

      Open Access
    • 2022

      Learning Trajectories of Hamiltonian Systems with Neural Networks

      Haitsiukevich, K. & Ilin, A., 7 Sept 2022, Artificial Neural Networks and Machine Learning – ICANN 2022. Pimenidis, E., Aydin, M., Angelov, P., Jayne, C. & Papaleonidas, A. (eds.). Bristol, UK: Springer, p. 562–573 12 p. (Lecture Notes in Computer Science; vol. 13529).

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

      Open Access
      File
      11 Downloads (Pure)
    • 2021

      A Grid-Structured Model of Tubular Reactors

      Haitsiukevich, K., Bergman, S., de Araujo Filho, C., Corona, F. & Ilin, A., 21 Jul 2021, 2021 IEEE 19th International Conference on Industrial Informatics (INDIN). IEEE, 5 p.

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

      Open Access
      File
      1 Citation (Scopus)
      159 Downloads (Pure)
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