Daria Fokina

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Parameter Identification

Top Venues

Publications

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, Vasiliy V. Grigoriev, Oleg Iliev, Ivan V. Oseledets
Machine Learning Algorithms for Parameter Identification for Reactive Flow in Porous Media. LSSC (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)