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Daria Fokina
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 5
Top Topics
Function Approximation
Machine Learning
Neural Network
Temporal Difference Learning
Top Venues
CoRR
LSSC
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Publications
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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
(2023)
Daria Fokina
,
Oleg Iliev
,
Pavel Toktaliev
,
Ivan V. Oseledets
,
Felix Schindler
On the Performance of Machine Learning Methods for Breakthrough Curve Prediction.
CoRR
(2022)
Daria Fokina
,
Oleg Iliev
,
Ivan V. Oseledets
Deep Neural Networks and Adaptive Quadrature for Solving Variational Problems.
LSSC
(2021)
Daria Fokina
,
Ekaterina A. Muravleva
,
George V. Ovchinnikov
,
Ivan V. Oseledets
Microstructure synthesis using style-based generative adversarial network.
CoRR
(2019)
Daria Fokina
,
Ivan V. Oseledets
Growing axons: greedy learning of neural networks with application to function approximation.
CoRR
(2019)