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Katsiaryna Haitsiukevich
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Improved training of physics-informed neural networks with model ensembles
K Haitsiukevich, A Ilin
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
182023
Learning trajectories of hamiltonian systems with neural networks
K Haitsiukevich, A Ilin
International Conference on Artificial Neural Networks, 562-573, 2022
22022
A Grid-Structured Model of Tubular Reactors
K Haitsiukevich, S Bergman, C de Araujo Filho, F Corona, A Ilin
2021 IEEE 19th International Conference on Industrial Informatics (INDIN), 1-6, 2021
22021
Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems
K Haitsiukevich, O Poyraz, P Marttinen, A Ilin
arXiv preprint arXiv:2405.07097, 2024
2024
In-Context Symbolic Regression: Leveraging Language Models for Function Discovery
M Merler, N Dainese, K Haitsiukevich
arXiv preprint arXiv:2404.19094, 2024
2024
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Articles 1–5