Machine and deep learning for estimating the permeability of complex carbonate rock from X-ray micro-computed tomography
Author:
Publisher
Elsevier BV
Subject
General Energy
Reference35 articles.
1. Applications of artificial neural networks in the petroleum industry: A review;Alkinani,2019
2. Direct simulation of pore-scale two-phase visco-capillary flow on large digital rock images using a phase-field lattice Boltzmann method on general-purpose graphics processing units;Alpak;Comput. Geosci.,2019
3. Digital rock physics benchmarks-part II: Computing effective properties;Andrä;Comput. Geosci.,2013
4. Deep learning–driven permeability estimation from 2D images;Araya-Polo;Comput. Geosci.,2020
5. Pore-scale imaging and modelling;Blunt;Adv. Water Resour.,2013
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