Daria Fokina

According to our database, Daria Fokina authored at least 8 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Deep Learning for Model Calibration in Simulation of Itaconic Acid Production.

Daria Fokina, Marco Baldan, Constantin Romankiewicz, Wolfgang Laudensack, Roland Ulber, Michael Bortz

CoRR, April, 2026

2024

Machine learning algorithms for solution of convection-diffusion-reaction equation at pore-scale.

Daria Fokina

PhD thesis, 2024

2023

Machine learning methods for prediction of breakthrough curves in reactive porous media.

Daria Fokina, Pavel Toktaliev, Oleg Iliev, Ivan V. Oseledets

CoRR, 2023

Machine Learning Algorithms for Parameter Identification for Reactive Flow in Porous Media.

Daria Fokina, Vasiliy V. Grigoriev, Oleg Iliev, Ivan V. Oseledets

Proceedings of the Large-Scale Scientific Computations - 14th International Conference, 2023

2022

On the Performance of Machine Learning Methods for Breakthrough Curve Prediction.

Daria Fokina, Oleg Iliev, Pavel Toktaliev, Ivan V. Oseledets, Felix Schindler

CoRR, 2022

2021

Deep Neural Networks and Adaptive Quadrature for Solving Variational Problems.

Daria Fokina, Oleg Iliev, Ivan V. Oseledets

Proceedings of the Large-Scale Scientific Computing - 13th International Conference, 2021

2019

Growing axons: greedy learning of neural networks with application to function approximation.

Daria Fokina, Ivan V. Oseledets

CoRR, 2019

Microstructure synthesis using style-based generative adversarial network.

Daria Fokina, Ekaterina A. Muravleva, George V. Ovchinnikov, Ivan V. Oseledets

CoRR, 2019