Name: Convolutional neural network for facies classification and oil detection
Journal: Saint Petersburg 2020 - Geosciences: Converting Knowledge into Resources
Authors: Tamaz Gadaev, V. Dokholyan, K. Tushin, А. Salamatsin, Alekseev Goncharov.
Abstract: Neural network approach was proposed to the task of oil search and facies classification based on well logging data. We suggest an appropriate neural network architecture for this data. Our method demonstrates high validation accuracy on both problems.
Link: Convolutional neural network for facies classification and oil detection
Journal: Saint Petersburg 2020 - Geosciences: Converting Knowledge into Resources
Authors: Tamaz Gadaev, V. Dokholyan, K. Tushin, А. Salamatsin, Alekseev Goncharov.
Abstract: Neural network approach was proposed to the task of oil search and facies classification based on well logging data. We suggest an appropriate neural network architecture for this data. Our method demonstrates high validation accuracy on both problems.
Link: Convolutional neural network for facies classification and oil detection