Katsiaryna Haitsiukevich

Doctoral Researcher
Doctoral Researcher
T313 Dept. Computer Science
Doctoral Researcher
Department of Computer Science
School common, SCI
Doctoral Researcher
Professorship Marttinen P.

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 .

Full researcher profile
https://research.aalto.fi/...

Yhteystiedot

Sähköposti
[email protected]

Osaamisalueet

Neural networks, Deep learning, Partial differential equations, Modelling, 113 Computer and information sciences, Computational data analysis

Tutkimusryhmät

  • Professorship Marttinen P., Doctoral Researcher

Julkaisut

Improved Training of Physics-Informed Neural Networks with Model Ensembles

Katsiaryna Haitsiukevich, Alexander Ilin 2023 IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings

Learning Trajectories of Hamiltonian Systems with Neural Networks

Katsiaryna Haitsiukevich, Alexander Ilin 2022 Artificial Neural Networks and Machine Learning – ICANN 2022

A Grid-Structured Model of Tubular Reactors

Katsiaryna Haitsiukevich, Samuli Bergman, Cesar de Araujo Filho, Francesco Corona, Alexander Ilin 2021 2021 IEEE 19th International Conference on Industrial Informatics (INDIN)