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/...
Contact information
Email
[email protected]
Areas of expertise
Neural networks, Deep learning, Partial differential equations, Modelling, 113 Computer and information sciences, Computational data analysis
Research groups
- Professorship Marttinen P., Doctoral Researcher
Publications
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)