Katsiaryna Haitsiukevich

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Dynamical Systems

Diffusion Models

Top Venues

Publications

Matteo Merler, Nicola Dainese, Katsiaryna Haitsiukevich
In-Context Symbolic Regression: Leveraging Language Models for Function Discovery. CoRR (2024)
Katsiaryna Haitsiukevich, Onur Poyraz, Pekka Marttinen, Alexander Ilin
Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems. CoRR (2024)
Katsiaryna Haitsiukevich, Alexander Ilin
Improved Training of Physics-Informed Neural Networks with Model Ensembles. IJCNN (2023)
Katsiaryna Haitsiukevich, Alexander Ilin
Learning Trajectories of Hamiltonian Systems with Neural Networks. ICANN (1) (2022)
Katsiaryna Haitsiukevich, Alexander Ilin
Improved Training of Physics-Informed Neural Networks with Model Ensembles. CoRR (2022)
Katsiaryna Haitsiukevich, Alexander Ilin
Learning Trajectories of Hamiltonian Systems with Neural Networks. CoRR (2022)
Katsiaryna Haitsiukevich, Samuli Bergman, Cesar de Araujo Filho, Francesco Corona, Alexander Ilin
A Grid-Structured Model of Tubular Reactors. INDIN (2021)
Katsiaryna Haitsiukevich, Samuli Bergman, Cesar de Araujo Filho, Francesco Corona, Alexander Ilin
A Grid-Structured Model of Tubular Reactors. CoRR (2021)