Search Results for author: Nikolay Stulov

Found 3 papers, 0 papers with code

Similarity learning for wells based on logging data

no code implementations11 Feb 2022 Evgenia Romanenkova, Alina Rogulina, Anuar Shakirov, Nikolay Stulov, Alexey Zaytsev, Leyla Ismailova, Dmitry Kovalev, Klemens Katterbauer, Abdallah AlShehri

The essence of the interwell correlation constitutes an assessment of the similarities between geological profiles.

Neural Particle Image Velocimetry

no code implementations28 Jan 2021 Nikolay Stulov, Michael Chertkov

In this work, we introduce a convolutional neural network adapted to the problem, namely Volumetric Correspondence Network (VCN) which was recently proposed for the end-to-end optical flow estimation in computer vision.

Optical Flow Estimation

Learning a Generator Model from Terminal Bus Data

no code implementations3 Jan 2019 Nikolay Stulov, Dejan J Sobajic, Yury Maximov, Deepjyoti Deka, Michael Chertkov

In this work we investigate approaches to reconstruct generator models from measurements available at the generator terminal bus using machine learning (ML) techniques.

BIG-bench Machine Learning

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