The LBPM software package for simulating multiphase flow on digital images of porous rocks
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journal
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January 2021 |
Calculating the effective permeability of sandstone with multiscale lattice Boltzmann/finite element simulations
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journal
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November 2006 |
Stochastic Reconstruction of an Oolitic Limestone by Generative Adversarial Networks
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journal
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March 2018 |
Multi-scale finite-volume method for elliptic problems in subsurface flow simulation
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journal
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May 2003 |
Deep learning
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journal
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May 2015 |
Investigating Matrix/Fracture Transfer via a Level Set Method for Drainage and Imbibition
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journal
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November 2009 |
Deep learning in pore scale imaging and modeling
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journal
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April 2021 |
ML-LBM: Predicting and Accelerating Steady State Flow Simulation in Porous Media with Convolutional Neural Networks
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journal
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April 2021 |
Representative elementary volume estimation for porosity, moisture saturation, and air-water interfacial areas in unsaturated porous media: Data quality implications: REV ESTIMATION
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journal
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July 2011 |
Permeability and effective pore radius measurements for heat pipe and fuel cell applications
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journal
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March 2006 |
Digital rock physics and laboratory considerations on a high-porosity volcanic rock
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journal
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April 2020 |
Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network
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book
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January 2017 |
Estimation and uncertainty analysis of the storage volume in the sleipner field via 4D reversible-jump markov-chain Monte Carlo
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journal
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May 2021 |
Predicting transport characteristics of hyperuniform porous media via rigorous microstructure-property relations
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journal
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June 2020 |
Residual Saturation During Multiphase Displacement in Heterogeneous Fractures with Novel Deep Learning Prediction
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conference
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January 2020 |
Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
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journal
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April 1980 |
High-resolution X-ray computed tomography in geosciences: A review of the current technology and applications
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journal
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August 2013 |
ImageNet: A large-scale hierarchical image database
- Deng, Jia; Dong, Wei; Socher, Richard
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2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), 2009 IEEE Conference on Computer Vision and Pattern Recognition
https://doi.org/10.1109/CVPR.2009.5206848
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conference
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June 2009 |
Permeability of saturated sands, soils and clays
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journal
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April 1939 |
References and benchmarks for pore-scale flow simulated using micro-CT images of porous media and digital rocks
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journal
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November 2017 |
Reconstruction of three-dimensional porous media using generative adversarial neural networks
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journal
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October 2017 |
A novel heterogeneous algorithm to simulate multiphase flow in porous media on multicore CPU–GPU systems
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journal
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July 2014 |
SinGAN: Learning a Generative Model From a Single Natural Image
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conference
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October 2019 |
Simulating the Behavior of Reservoirs with Convolutional and Recurrent Neural Networks
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journal
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May 2020 |
The Effect of Vuggy Porosity on Straining in Porous Media
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journal
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January 2019 |
Physics-Driven Interface Modeling for Drainage and Imbibition in Fractures
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journal
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July 2009 |
Fluid flow through rough fractures in rocks. II: A new matching model for rough rock fractures
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journal
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January 2006 |
Determining the Impact of Mineralogy Composition for Multiphase Flow Through Hydraulically Induced Fractures
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conference
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January 2018 |
Analysis of heterogeneity and permeability anisotropy in carbonate rock samples using digital rock physics
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journal
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July 2017 |
Modeling of surface tension and contact angles with smoothed particle hydrodynamics
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journal
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August 2005 |
CASI: A Convolutional Neural Network Approach for Shell Identification
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journal
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July 2019 |
Wavelet-SRNet: A Wavelet-Based CNN for Multi-scale Face Super Resolution
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conference
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October 2017 |
Quasi 3D transdimensional Markov-chain Monte Carlo for seismic impedance inversion and uncertainty analysis
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journal
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August 2018 |
On the Concept and Size of a Representative Elementary Volume (Rev)
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book
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January 1987 |
MudrockNet: Semantic segmentation of mudrock SEM images through deep learning
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journal
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January 2022 |
The physical characteristics of a CO 2 seeping fault: The implications of fracture permeability for carbon capture and storage integrity
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journal
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June 2017 |
Modeling Nanoconfinement Effects Using Active Learning
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journal
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September 2020 |
Conditioning well data to rule-based lobe model by machine learning with a generative adversarial network
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journal
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July 2020 |
Flow in rock fractures: The local cubic law assumption reexamined
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journal
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November 1998 |
Flow-Based Characterization of Digital Rock Images Using Deep Learning
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journal
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March 2021 |
Stochastic Pix2pix: A New Machine Learning Method for Geophysical and Well Conditioning of Rule-Based Channel Reservoir Models
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journal
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November 2020 |
Identity Mappings in Deep Residual Networks
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book
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January 2016 |
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
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conference
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June 2016 |
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
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conference
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December 2015 |
Reservoir and Fracture-Flow Characterization Using Novel Diagnostic Plots
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journal
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November 2018 |
X-ray imaging and analysis techniques for quantifying pore-scale structure and processes in subsurface porous medium systems
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journal
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January 2013 |
The effect of vug distribution on particle straining in permeable media
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journal
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January 2020 |
Matplotlib: A 2D Graphics Environment
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journal
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January 2007 |
PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media
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journal
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April 2020 |
Two‐Phase Fluid Flow Properties of Rough Fractures With Heterogeneous Wettability: Analysis With Lattice Boltzmann Simulations
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journal
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January 2021 |
Novel hybrid Fast Marching Method-based simulation workflow for rapid history matching and completion design optimization of hydraulically fractured shale wells
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journal
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January 2021 |
Digital Rock Approach to Model the Permeability in an Artificially Heated and Fractured Granodiorite from the Liquiñe Geothermal System (39°S)
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journal
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September 2019 |
CNN-PFVS: Integrating Neural Network and Finite Volume Models to Accelerate Flow Simulation on Pore Space Images
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journal
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September 2020 |