Deep learning–driven permeability estimation from 2D images
… on SEM images within a predictive framework for permeability estimation are lacking. In
order to close this gap, we introduce a deep learning (DL) algorithm for the direct prediction of …
order to close this gap, we introduce a deep learning (DL) algorithm for the direct prediction of …
Prediction of porosity and permeability alteration based on machine learning algorithms
… of various machine learning algorithms for the prediction of … alteration of porosity and
permeability after reservoir desalination … First, we estimate salts concentrations with corresponding …
permeability after reservoir desalination … First, we estimate salts concentrations with corresponding …
A novel approach to estimate reservoir permeability using machine learning method
R Nasimi, S Azadi, M Farzinfar… - International Journal of …, 2021 - ijnaa.semnan.ac.ir
… a robust hybrid GA-WNN algorithm possessing the benefit of optimized parameters and
number of neurons and is capable of estimating the permeability of reservoirs from well log data …
number of neurons and is capable of estimating the permeability of reservoirs from well log data …
Multiple permeability predictions using an observational learning algorithm
… learning algorithm, via the use of multiple networks and the generation of virtual samples (see
later sections), to estimate permeability … core permeability to provide multiple permeability …
later sections), to estimate permeability … core permeability to provide multiple permeability …
Deep learning to estimate permeability using geophysical data
MK Mudunuru, ELD Cromwell, H Wang… - Advances in Water …, 2022 - Elsevier
… This indirect measurement data is assimilated into process models (eg, through parameter
estimation algorithms) to estimate permeability. A significant advantage of such non-invasive …
estimation algorithms) to estimate permeability. A significant advantage of such non-invasive …
Design of neural networks using genetic algorithm for the permeability estimation of the reservoir
M Saemi, M Ahmadi, AY Varjani - Journal of Petroleum Science and …, 2007 - Elsevier
… and ANN output is 0.85 while this parameter between core permeability and GA_ANN output
is 0.99). Accordingly, the genetically trained network is able to predict/estimate permeability …
is 0.99). Accordingly, the genetically trained network is able to predict/estimate permeability …
Machine learning methods for estimating permeability of a reservoir
H Khan, A Srivastav, A Kumar Mishra… - International Journal of …, 2022 - Springer
… learning methods have proven to resolve the issues encountered during reservoir permeability
estimation. … the subject of machine learning algorithms used to predict permeability of a …
estimation. … the subject of machine learning algorithms used to predict permeability of a …
[HTML][HTML] Comparison of machine learning methods for estimating permeability and porosity of oil reservoirs via petro-physical logs
… machine learning methods including conventional artificial neural network, genetic algorithm…
of hybridized machine learning methods in porosity and permeability estimations can lead …
of hybridized machine learning methods in porosity and permeability estimations can lead …
Estimating coal permeability using machine learning methods
… algorithms or kriging) to estimate permeability between wells across large areas. This …
Machine learning methods described in this paper can aid in estimating permeability values using …
Machine learning methods described in this paper can aid in estimating permeability values using …
Permeability prediction and diagenesis in tight carbonates using machine learning techniques
H Al Khalifah, PWJ Glover, P Lorinczi - Marine and Petroleum Geology, 2020 - Elsevier
… and genetic algorithms for the prediction of permeability in tight … more reliable way to estimate
the permeability of very tight … learning techniques for the estimation of the permeability of …
the permeability of very tight … learning techniques for the estimation of the permeability of …
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