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Patryk Krukowski

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Journal Articles

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2024
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  - journals/jocs/SikoraKPP24
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  - https://dblp.org/rec/journals/jocs/SikoraKPP24
Maciej Sikora, Patryk Krukowski, Anna Paszynska, Maciej Paszynski:
Comparison of Physics Informed Neural Networks and Finite Element Method Solvers for advection-dominated diffusion problems. J. Comput. Sci. 81: 102340 (2024)

Informal and Other Publications

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2024
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  - journals/corr/abs-2405-15444
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Patryk Krukowski, Anna Bielawska, Kamil Ksiazek, Pawel Wawrzynski, Pawel Batorski, Przemyslaw Spurek:
HyperInterval: Hypernetwork approach to training weight interval regions in continual learning. CoRR abs/2405.15444 (2024)
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  - journals/corr/abs-2410-03373
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Patryk Krukowski, Daniel Wilczak, Jacek Tabor, Anna Bielawska, Przemyslaw Spurek:
Make Interval Bound Propagation great again. CoRR abs/2410.03373 (2024)
2023
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  - journals/corr/abs-2307-07647
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Maciej Sikora, Patryk Krukowski, Anna Paszynska, Maciej Paszynski:
Physics Informed Neural Networks with strong and weak residuals for advection-dominated diffusion problems. CoRR abs/2307.07647 (2023)

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