Search Results for author: Daria Fokina

Found 3 papers, 1 papers with code

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

no code implementations12 Jan 2023 Daria Fokina, Pavel Toktaliev, Oleg Iliev, Ivan Oseledets

Reactive flows in porous media play an important role in our life and are crucial for many industrial, environmental and biomedical applications.

Gaussian Processes

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

1 code implementation28 Oct 2019 Daria Fokina, Ivan Oseledets

We propose a new method for learning deep neural network models that is based on a greedy learning approach: we add one basis function at a time, and a new basis function is generated as a non-linear activation function applied to a linear combination of the previous basis functions.

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