Related references
Note: Only part of the references are listed.Machine learning for predicting properties of porous media from 2d X-ray images
Naif Alqahtani et al.
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2020)
PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media
Javier E. Santos et al.
ADVANCES IN WATER RESOURCES (2020)
Permeability of hydrate-bearing sediments
Xingwei Ren et al.
EARTH-SCIENCE REVIEWS (2020)
Accelerated Computation of Relative Permeability by Coupled Morphological and Direct Multiphase Flow Simulation
Y. D. Wang et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2020)
Voxel agglomeration for accelerated estimation of permeability from micro-CT images
Traiwit Chung et al.
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2020)
MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation
Nabil Ibtehaz et al.
NEURAL NETWORKS (2020)
Boosting Resolution and Recovering Texture of 2D and 3D Micro-CT Images with Deep Learning
Ying Da Wang et al.
WATER RESOURCES RESEARCH (2020)
Machine learning in geo- and environmental sciences: From small to large scale
Pejman Tahmasebi et al.
ADVANCES IN WATER RESOURCES (2020)
Rapid estimation of permeability from digital rock using 3D convolutional neural network
Jin Hong et al.
COMPUTATIONAL GEOSCIENCES (2020)
Computed Tomography 3D Super-Resolution with Generative Adversarial Neural Networks: Implications on Unsaturated and Two-Phase Fluid Flow
Nick Janssens et al.
MATERIALS (2020)
An end-to-end three-dimensional reconstruction framework of porous media from a single two-dimensional image based on deep learning
Junxi Feng et al.
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2020)
On Representative Elementary Volumes of Grayscale Micro-CT Images of Porous Media
Ankita Singh et al.
GEOPHYSICAL RESEARCH LETTERS (2020)
Simulation of quasi-static drainage displacement in porous media on porescale: Coupling lattice Boltzmann method and pore network model
Jianlin Zhao et al.
JOURNAL OF HYDROLOGY (2020)
DeePore: A deep learning workflow for rapid and comprehensive characterization of porous materials
Arash Rabbani et al.
ADVANCES IN WATER RESOURCES (2020)
An Innovative Application of Generative Adversarial Networks for Physically Accurate Rock Images With an Unprecedented Field of View
Yufu Niu et al.
GEOPHYSICAL RESEARCH LETTERS (2020)
Super-resolution of real-world rock microcomputed tomography images using cycle-consistent generative adversarial networks
Honggang Chen et al.
PHYSICAL REVIEW E (2020)
Prediction of Porosity and Permeability Alteration Based on Machine Learning Algorithms
Andrei Erofeev et al.
TRANSPORT IN POROUS MEDIA (2019)
Computations of permeability of large rock images by dual grid domain decomposition
Ying Da Wang et al.
ADVANCES IN WATER RESOURCES (2019)
Hybrid pore-network and lattice-Boltzmann permeability modelling accelerated by machine learning
Arash Rabbani et al.
ADVANCES IN WATER RESOURCES (2019)
Segmentation of digital rock images using deep convolutional autoencoder networks
Sadegh Karimpouli et al.
COMPUTERS & GEOSCIENCES (2019)
Driving digital rock towards machine learning: Predicting permeability with gradient boosting and deep neural networks
Oleg Sudakov et al.
COMPUTERS & GEOSCIENCES (2019)
Hertz-Mindlin Theory of Contacting Grains and the Effective-Medium Approximation for the Permeability of Deforming Porous Media
Samuel Richesson et al.
GEOPHYSICAL RESEARCH LETTERS (2019)
Enhancing Resolution of Digital Rock Images with Super Resolution Convolutional Neural Networks
Ying Da Wang et al.
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2019)
Enhancing images of shale formations by a hybrid stochastic and deep learning algorithm
Serveh Kamrava et al.
NEURAL NETWORKS (2019)
Pore network extraction using geometrical domain decomposition
Arash Rabbani et al.
ADVANCES IN WATER RESOURCES (2019)
CT-image of rock samples super resolution using 3D convolutional neural network
Yukai Wang et al.
COMPUTERS & GEOSCIENCES (2019)
Deep Learning for Single Image Super-Resolution: A Brief Review
Wenming Yang et al.
IEEE TRANSACTIONS ON MULTIMEDIA (2019)
Modeling Oil Recovery in Mixed-Wet Rocks: Pore-Scale Comparison Between Experiment and Simulation
Takashi Akai et al.
TRANSPORT IN POROUS MEDIA (2019)
Rock Characterization Using Gray-Level Co-Occurrence Matrix: An Objective Perspective of Digital Rock Statistics
Ankita Singh et al.
WATER RESOURCES RESEARCH (2019)
An Application of Deep Neural Networks for Segmentation of Microtomographic Images of Rock Samples
Igor Varfolomeev et al.
COMPUTERS (2019)
4D multi-scale imaging of reactive flow in carbonates: Assessing the impact of heterogeneity on dissolution regimes using streamlines at multiple length scales
H. P. Menke et al.
CHEMICAL GEOLOGY (2018)
Coupled X-ray computed tomography and grey level co-occurrence matrices as a method for quantification of mineralogy and texture in 3D
M. A. Jardine et al.
COMPUTERS & GEOSCIENCES (2018)
A review on pore structure characterization in tight sandstones
Jin Lai et al.
EARTH-SCIENCE REVIEWS (2018)
Predictions of permeability, surface area and average dissolution rate during reactive transport in multi-mineral rocks
Min Liu et al.
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2018)
Prediction model of velocity field around circular cylinder over various Reynolds numbers by fusion convolutional neural networks based on pressure on the cylinder
Xiaowei Jin et al.
PHYSICS OF FLUIDS (2018)
Prediction of fluid topology and relative permeability in imbibition in sandstone rock by direct numerical simulation
F. O. Alpak et al.
ADVANCES IN WATER RESOURCES (2018)
Seeing permeability from images: fast prediction with convolutional neural networks
Jinlong Wu et al.
SCIENCE BULLETIN (2018)
Lung Cancer Detection using CT Scan Images
Suren Makaju et al.
6TH INTERNATIONAL CONFERENCE ON SMART COMPUTING AND COMMUNICATIONS (2018)
Pore-scale simulation of dissolution-induced variations in rock mechanical properties
Min Liu et al.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2017)
Sparse representation-based volumetric super-resolution algorithm for 3D CT images of reservoir rocks
Zhengji Li et al.
JOURNAL OF APPLIED GEOPHYSICS (2017)
Pore-Scale Characterization of Two-Phase Flow Using Integral Geometry
Zhishang Liu et al.
TRANSPORT IN POROUS MEDIA (2017)
Pore network extraction from pore space images of various porous media systems
Zhixing Yi et al.
WATER RESOURCES RESEARCH (2017)
Characterisation of reactive transport in pore-scale correlated porous media
Min Liu et al.
CHEMICAL ENGINEERING SCIENCE (2017)
References and benchmarks for pore-scale flow simulated using micro-CT images of porous media and digital rocks
Nishank Saxena et al.
ADVANCES IN WATER RESOURCES (2017)
Reconstruction of three-dimensional porous media using generative adversarial neural networks
Lukas Mosser et al.
PHYSICAL REVIEW E (2017)
Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification
Ignacio Arganda-Carreras et al.
BIOINFORMATICS (2017)
Impact of mineralogical heterogeneity on reactive transport modelling
Min Liu et al.
COMPUTERS & GEOSCIENCES (2017)
Connected pathway relative permeability from pore-scale imaging of imbibition
S. Berg et al.
ADVANCES IN WATER RESOURCES (2016)
Imaging and image-based fluid transport modeling at the pore scale in geological materials: A practical introduction to the current state-of-the-art
Tom Bultreys et al.
EARTH-SCIENCE REVIEWS (2016)
Numerical Simulation of Reactive Transport on Micro-CT Images
Peyman Mostaghimi et al.
MATHEMATICAL GEOSCIENCES (2016)
The Impact of Sub-Resolution Porosity of X-ray Microtomography Images on the Permeability
Cyprien Soulaine et al.
TRANSPORT IN POROUS MEDIA (2016)
Computed X-ray microtomography as the useful tool in petrophysics: A case study of tight carbonates Modryn formation from Poland
Paulina Krakowska et al.
JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING (2016)
Beyond Darcy's law: The role of phase topology and ganglion dynamics for two-fluid flow
Ryan T. Armstrong et al.
PHYSICAL REVIEW E (2016)
Multi-scale, micro-computed tomography-based pore network models to simulate drainage in heterogeneous rocks
Tom Bultreys et al.
ADVANCES IN WATER RESOURCES (2015)
Anisotropic Mesh Adaptivity and Control Volume Finite Element Methods for Numerical Simulation of Multiphase Flow in Porous Media
Peyman Mostaghimi et al.
MATHEMATICAL GEOSCIENCES (2015)
A realistic projection simulator for laboratory based X-ray micro-CT
Jelle Dhaene et al.
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION B-BEAM INTERACTIONS WITH MATERIALS AND ATOMS (2015)
Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool
Abdel Aziz Taha et al.
BMC MEDICAL IMAGING (2015)
Mammograms Classification using Gray-level Co-occurrence Matrix and Radial Basis Function Neural Network
Mellisa Pratiwi et al.
INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE (ICCSCI 2015) (2015)
Direct simulations of two-phase flow on micro-CT images of porous media and upscaling of pore-scale forces
Ali Q. Raeini et al.
ADVANCES IN WATER RESOURCES (2014)
A novel heterogeneous algorithm to simulate multiphase flow in porous media on multicore CPU-GPU systems
J. E. McClure et al.
COMPUTER PHYSICS COMMUNICATIONS (2014)
Grain Shape Effects on Permeability, Formation Factor, and Capillary Pressure from Pore-Scale Modeling
T. Torskaya et al.
TRANSPORT IN POROUS MEDIA (2014)
Fast X-ray Micro-Tomography of Multiphase Flow in Berea Sandstone: A Sensitivity Study on Image Processing
L. Leu et al.
TRANSPORT IN POROUS MEDIA (2014)
Image processing of multiphase images obtained via X- ray microtomography: A review
Steffen Schlueter et al.
WATER RESOURCES RESEARCH (2014)
A synchrotron-based local computed tomography combined with data-constrained modelling approach for quantitative analysis of anthracite coal microstructure
Wen Hao Chen et al.
JOURNAL OF SYNCHROTRON RADIATION (2014)
Pore-scale imaging and modelling
Martin J. Blunt et al.
ADVANCES IN WATER RESOURCES (2013)
Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir
Mohammad Ali Ahmadi et al.
APPLIED SOFT COMPUTING (2013)
Digital rock physics benchmarks-Part I: Imaging and segmentation
Heiko Andrae et al.
COMPUTERS & GEOSCIENCES (2013)
High-resolution X-ray computed tomography in geosciences: A review of the current technology and applications
V. Cnudde et al.
EARTH-SCIENCE REVIEWS (2013)
Computations of Absolute Permeability on Micro-CT Images
Peyman Mostaghimi et al.
MATHEMATICAL GEOSCIENCES (2013)
Representation of multiscale heterogeneity via multiscale pore networks
Z. Jiang et al.
WATER RESOURCES RESEARCH (2013)
Modelling two-phase flow in porous media at the pore scale using the volume-of-fluid method
Ali Q. Raeini et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2012)
THE ROLE OF POROUS MEDIA IN MODELING FLUID FLOW WITHIN HOLLOW FIBER MEMBRANES OF THE TOTAL ARTIFICIAL LUNG
Khalil Khanafer et al.
JOURNAL OF POROUS MEDIA (2012)
Ultrasound GLCM texture analysis of radiation-induced parotid-gland injury in head-and-neck cancer radiotherapy: An in vivo study of late toxicity
Xiaofeng Yang et al.
MEDICAL PHYSICS (2012)
Simulation of Flow and Dispersion on Pore-Space Images
Peyman Mostaghimi et al.
SPE JOURNAL (2012)
Finite-Difference Approximation for Fluid-Flow Simulation and Calculation of Permeability in Porous Media
Vahid Shabro et al.
TRANSPORT IN POROUS MEDIA (2012)
Residual CO2 imaged with X-ray micro-tomography
Stefan Iglauer et al.
GEOPHYSICAL RESEARCH LETTERS (2011)
Computational fluid dynamics simulations of flow and concentration polarization in forward osmosis membrane systems
M. F. Gruber et al.
JOURNAL OF MEMBRANE SCIENCE (2011)
Classification of scattering media within benign and malignant breast tumors based on ultrasound texture-feature-based and Nakagami-parameter images
Yin-Yin Liao et al.
MEDICAL PHYSICS (2011)
Lattice-Boltzmann studies of fluid flow in porous media with realistic rock geometries
Edo S. Boek et al.
COMPUTERS & MATHEMATICS WITH APPLICATIONS (2010)
Investigation of water and CO2 (carbon dioxide) flooding using micro-CT (micro-computed tomography) images of Berea sandstone core using finite element simulations
Akshay C. Gunde et al.
ENERGY (2010)
Simulation of Two-Phase Flow in Reservoir Rocks Using a Lattice Boltzmann Method
Thomas Ramstad et al.
SPE JOURNAL (2010)
A Quantitative and Qualitative Comparison of Coarse-Grid-Generation Techniques for Modeling Fluid Displacement in Heterogeneous Porous Media
P. Mostaghimi et al.
SPE RESERVOIR EVALUATION & ENGINEERING (2010)
Lattice Boltzmann simulations of anisotropic permeabilities in carbon paper gas diffusion layers
Liang Hao et al.
JOURNAL OF POWER SOURCES (2009)
Segmentation of X-ray computed tomography images of porous materials: A crucial step for characterization and quantitative analysis of pore structures
Pavel Iassonov et al.
WATER RESOURCES RESEARCH (2009)
Developing a new form of permeability and Kozeny-Carman constant for homogeneous porous media by means of fractal geometry
Peng Xu et al.
ADVANCES IN WATER RESOURCES (2008)
Pore space reconstruction of vuggy carbonates using microtomography and multiple-point statistics
Hiroshi Okabe et al.
WATER RESOURCES RESEARCH (2007)
Modem SEM-based mineral liberation analysis
Rolf Fandrich et al.
INTERNATIONAL JOURNAL OF MINERAL PROCESSING (2007)
Multistencils fast marching methods: A highly accurate solution to the eikonal equation on Cartesian domains
M. Sabry Hassouna et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2007)
Comparison of methodological uncertainties within permeability measurements
Nick A. Chappell et al.
HYDROLOGICAL PROCESSES (2007)
A study of pore geometry effects on anisotropy in hydraulic permeability using the lattice-Boltzmann method
M. L. Stewart et al.
ADVANCES IN WATER RESOURCES (2006)
Pore-scale characteristics of multiphase flow in porous media: A comparison of air-water and oil-water experiments
KA Culligan et al.
ADVANCES IN WATER RESOURCES (2006)
Cross-property correlations and permeability estimation in sandstone
CH Arns et al.
PHYSICAL REVIEW E (2005)
Permeability prediction from thin sections: 3D reconstruction and Lattice-Boltzmann flow simulation
Y Keehm et al.
GEOPHYSICAL RESEARCH LETTERS (2004)
Lattice-Boltzmann simulation of two-phase flow in porous media
C Pan et al.
WATER RESOURCES RESEARCH (2004)
Survey over image thresholding techniques and quantitative performance evaluation
M Sezgin et al.
JOURNAL OF ELECTRONIC IMAGING (2004)
Pore network modeling of permeability for textile reinforcements
JF Delerue et al.
POLYMER COMPOSITES (2003)
Texture analysis of lesions in breast ultrasound images
R Sivaramakrishna et al.
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS (2002)
Detailed physics, predictive capabilities and macroscopic consequences for pore-network models of multiphase flow
MJ Blunt et al.
ADVANCES IN WATER RESOURCES (2002)
Lattice-Boltzmann and finite-difference simulations for the permeability for three-dimensional porous media
C Manwart et al.
PHYSICAL REVIEW E (2002)
Acquisition, optimization and interpretation of X-ray computed tomographic imagery: applications to the geosciences
RA Ketcham et al.
COMPUTERS & GEOSCIENCES (2001)
Pore-morphology-based simulation of drainage in totally wetting porous media
M Hilpert et al.
ADVANCES IN WATER RESOURCES (2001)