No photo of Katsiaryna Haitsiukevich

Katsiaryna Haitsiukevich

    20212023

    Research activity per year

    If you made any changes in Pure these will be visible here soon.

    Personal profile

    Artistic and research interests

    Doctoral Researcher
    Department of Computer Science

    I am working on deep learning applications in science and engineering. My research lies in the intersection of partial differential equations and deep neural networks, more information can he found here .

    Keywords

    • Neural networks
    • Deep learning
    • Partial differential equations
    • Modelling

    Fingerprint

    Dive into the research topics where Katsiaryna Haitsiukevich is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
    • 1 Similar Profiles

    Collaborations and top research areas from the last five years

    Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
    • 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
    • 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
      6 Downloads (Pure)
    • 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)
      76 Downloads (Pure)