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Daria Fokina

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2020 – today

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2023
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  - conf/lssc/FokinaGIO23
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Daria Fokina, Vasiliy V. Grigoriev, Oleg Iliev, Ivan V. Oseledets:
Machine Learning Algorithms for Parameter Identification for Reactive Flow in Porous Media. LSSC 2023: 91-98
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Daria Fokina, Pavel Toktaliev, Oleg Iliev, Ivan V. Oseledets:
Machine learning methods for prediction of breakthrough curves in reactive porous media. CoRR abs/2301.04998 (2023)
2022
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  - journals/corr/abs-2204-11719
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Daria Fokina, Oleg Iliev, Pavel Toktaliev, Ivan V. Oseledets, Felix Schindler:
On the Performance of Machine Learning Methods for Breakthrough Curve Prediction. CoRR abs/2204.11719 (2022)
2021
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Daria Fokina, Oleg Iliev, Ivan V. Oseledets:
Deep Neural Networks and Adaptive Quadrature for Solving Variational Problems. LSSC 2021: 369-377

2010 – 2019

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2019
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Daria Fokina, Ekaterina A. Muravleva, George V. Ovchinnikov, Ivan V. Oseledets:
Microstructure synthesis using style-based generative adversarial network. CoRR abs/1909.07042 (2019)
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Daria Fokina, Ivan V. Oseledets:
Growing axons: greedy learning of neural networks with application to function approximation. CoRR abs/1910.12686 (2019)

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