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Cited by
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Since 2019
Citations
22
22
h-index
2
2
i10-index
1
1
0
12
6
2022
2023
2024
5
11
6
Public access
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3 articles
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Co-authors
Alexander Ilin
Aalto University
Verified email at aalto.fi
Francesco Corona
Aalto University
Verified email at aalto.fi
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Katsiaryna Haitsiukevich
Doctoral Candidate,
Aalto University
Verified email at aalto.fi
Deep Learning
Graph Neural Networks
Neural differential equationsolvers
Physics-Informed Networks
Articles
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Year
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
18
2023
Learning trajectories of hamiltonian systems with neural networks
K Haitsiukevich, A Ilin
International Conference on Artificial Neural Networks, 562-573
, 2022
2
2022
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
2
2021
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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