Computed Tomography 3D Super-Resolution with Generative Adversarial Neural Networks: Implications on Unsaturated and Two-Phase Fluid Flow

Hierarchical approach to define travertine depositional systems: 3D conceptual morphological model and possible applications

(2019) A. Mancini et al.   MARINE AND PETROLEUM GEOLOGY

Pore-Structure-Based Determination of Unsaturated Hygric Properties of Porous Materials

(2019) Muhammad Islahuddin et al.   TRANSPORT IN POROUS MEDIA

Multiscale brain MRI super-resolution using deep 3D convolutional networks

(2019) Chi-Hieu Pham et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Multiscale modeling of shale samples based on low- and high-resolution images

(2019) Yuqi Wu et al.   MARINE AND PETROLEUM GEOLOGY

CT-image of rock samples super resolution using 3D convolutional neural network

(2019) Yukai Wang et al.   COMPUTERS & GEOSCIENCES

CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE)

(2019) Chenyu You et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Coupled generative adversarial and auto-encoder neural networks to reconstruct three-dimensional multi-scale porous media

(2019) Reza Shams et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network

(2019) Yi Chang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Enhancing image resolution of soils by stochastic multiscale image fusion

(2018) Marina V. Karsanina et al.   GEODERMA

Porous Structure Reconstruction Using Convolutional Neural Networks

(2018) Yuzhu Wang et al.   Mathematical Geosciences

Super resolution reconstruction of μ-CT image of rock sample using neighbour embedding algorithm

(2018) Yuzhu Wang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Stochastic Reconstruction of an Oolitic Limestone by Generative Adversarial Networks

(2018) Lukas Mosser et al.   TRANSPORT IN POROUS MEDIA

Effect of 2D Image Resolution on 3D Stochastic Reconstruction and Developing Petrophysical Trend

(2018) Hossein Izadi et al.   TRANSPORT IN POROUS MEDIA

Hierarchical Optimization: Fast and Robust Multiscale Stochastic Reconstructions with Rescaled Correlation Functions

(2018) Marina V. Karsanina et al.   PHYSICAL REVIEW LETTERS

Effects of Image Resolution on Sandstone Porosity and Permeability as Obtained from X-Ray Microscopy

(2018) Kelly M. Guan et al.   TRANSPORT IN POROUS MEDIA

Lattice Boltzmann Simulations of Fluid Flow in Continental Carbonate Reservoir Rocks and in Upscaled Rock Models Generated with Multiple-Point Geostatistics

(2017) J. Soete et al.   GEOFLUIDS

Application of Super-Resolution Convolutional Neural Network for Enhancing Image Resolution in Chest CT

(2017) Kensuke Umehara et al.   JOURNAL OF DIGITAL IMAGING

The effect of X-ray micro computed tomography image resolution on flow properties of porous rocks

(2017) F.D.E. LATIEF et al.   JOURNAL OF MICROSCOPY

Micro-computed tomography pore-scale study of flow in porous media: Effect of voxel resolution

(2016) S.M. Shah et al.   ADVANCES IN WATER RESOURCES

Multiscale study for stochastic characterization of shale samples

(2016) Pejman Tahmasebi et al.   ADVANCES IN WATER RESOURCES

3D microstructural reconstruction of heterogeneous materials from 2D cross sections: A modified phase-recovery algorithm

(2016) Ali Hasanabadi et al.   COMPUTATIONAL MATERIALS SCIENCE

OpenPNM: A Pore Network Modeling Package

(2016) Jeff Gostick et al.   COMPUTING IN SCIENCE & ENGINEERING

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multi-scale analysis of porosity in diagenetically altered reservoir sandstone from the Permian Rotliegend (Germany)

(2016) Guillaume Desbois et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Variations in the morphology of porosity in the Boom Clay Formation: insights from 2D high resolution BIB-SEM imaging and Mercury injection Porosimetry

(2016) S. Hemes et al.   NETHERLANDS JOURNAL OF GEOSCIENCES-GEOLOGIE EN MIJNBOUW

Continental carbonates as a hydrocarbon reservoir, an analog case study from the travertine of Saturnia, Italy

(2015) Paola Ronchi et al.   AAPG BULLETIN

Multi-scale, micro-computed tomography-based pore network models to simulate drainage in heterogeneous rocks

(2015) Tom Bultreys et al.   ADVANCES IN WATER RESOURCES

Dynamic Three-Dimensional Pore-Scale Imaging of Reaction in a Carbonate at Reservoir Conditions

(2015) Hannah P. Menke et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

A Pore-Scale Study of Fracture Dynamics in Rock Using X-ray Micro-CT Under Ambient Freeze–Thaw Cycling

(2015) Tim De Kock et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Acoustic properties in travertines and their relation to porosity and pore types

(2015) J. Soete et al.   MARINE AND PETROLEUM GEOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Multigrid hierarchical simulated annealing method for reconstructing heterogeneous media

(2015) Lalit M. Pant et al.   PHYSICAL REVIEW E

Sedimentology, three-dimensional geobody reconstruction and carbon dioxide origin of Pleistocene travertine deposits in the Ballık area (south-west Turkey)

(2015) Hannes Claes et al.   SEDIMENTOLOGY

A Sensitivity Study of the Effect of Image Resolution on Predicted Petrophysical Properties

(2015) Nayef Alyafei et al.   TRANSPORT IN POROUS MEDIA

The Imaging of Dynamic Multiphase Fluid Flow Using Synchrotron-Based X-ray Microtomography at Reservoir Conditions

(2015) Matthew Andrew et al.   TRANSPORT IN POROUS MEDIA

Universal Stochastic Multiscale Image Fusion: An Example Application for Shale Rock

(2015) Kirill M. Gerke et al.   Scientific Reports

Pore-scale contact angle measurements at reservoir conditions using X-ray microtomography

(2014) Matthew Andrew et al.   ADVANCES IN WATER RESOURCES

Representative elementary volume assessment of three-dimensional x-ray microtomography images of heterogeneous materials: Application to limestones

(2014) O. Rozenbaum et al.   PHYSICAL REVIEW E

2D and 3D imaging resolution trade-offs in quantifying pore throats for prediction of permeability

(2013) L.E. Beckingham et al.   ADVANCES IN WATER RESOURCES

The effect of microporosity on transport properties in porous media

(2013) Ayaz Mehmani et al.   ADVANCES IN WATER RESOURCES

Effects of image resolution and numerical resolution on computed permeability of consolidated packing using LB and FEM pore-scale simulations

(2013) A. Takbiri Borujeni et al.   COMPUTERS & FLUIDS

High-resolution X-ray computed tomography in geosciences: A review of the current technology and applications

(2013) V. Cnudde et al.   EARTH-SCIENCE REVIEWS

UPSCALING OF CARBONATE ROCKS FROM MICROPORE SCALE TO CORE SCALE

(2013) Jun Yao et al.   International Journal for Multiscale Computational Engineering

The construction of carbonate digital rock with hybrid superposition method

(2013) Jun Yao et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Representation of multiscale heterogeneity via multiscale pore networks

(2013) Z. Jiang et al.   WATER RESOURCES RESEARCH

Simulation efficiency and accuracy of different moisture transfer potentials

(2013) Hans Janssen   Journal of Building Performance Simulation

X-ray imaging and analysis techniques for quantifying pore-scale structure and processes in subsurface porous medium systems

(2012) Dorthe Wildenschild et al.   ADVANCES IN WATER RESOURCES

Pore-scale imaging and modelling

(2012) Martin J. Blunt et al.   ADVANCES IN WATER RESOURCES

Frozen-State Hierarchical Annealing

(2012) W. R. Campaigne et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Using X-ray computed tomography in pore structure characterization for a Berea sandstone: Resolution effect

(2012) Sheng Peng et al.   JOURNAL OF HYDROLOGY

Computations of Absolute Permeability on Micro-CT Images

(2012) Peyman Mostaghimi et al.   Mathematical Geosciences

Characterization of multi-scale microstructural features in Opalinus Clay

(2012) Lukas M. Keller et al.   MICROPOROUS AND MESOPOROUS MATERIALS

Improving the Estimations of Petrophysical Transport Behavior of Carbonate Rocks Using a Dual Pore Network Approach Combined with Computed Microtomography

(2012) D. Bauer et al.   TRANSPORT IN POROUS MEDIA

A multiple-point statistics algorithm for 3D pore space reconstruction from 2D images

(2011) Alireza Hajizadeh et al.   ADVANCES IN WATER RESOURCES

3D multiple-point statistics simulation using 2D training images

(2011) A. Comunian et al.   COMPUTERS & GEOSCIENCES

Extrapolating the Fractal Characteristics of an Image Using Scale-Invariant Multiple-Point Statistics

(2011) Grégoire Mariethoz et al.   Mathematical Geosciences

Quantitative 3D petrography using X-ray tomography 2: Combining information at various resolutions

(2010) Ayla S. Pamukcu et al.   Geosphere

Image Super-Resolution Via Sparse Representation

(2010) Jianchao Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Pore-network extraction from micro-computerized-tomography images

(2009) Hu Dong et al.   PHYSICAL REVIEW E

Modeling and simulation of pore-scale multiphase fluid flow and reactive transport in fractured and porous media

(2009) Paul Meakin et al.   REVIEWS OF GEOPHYSICS

Design of carbon dioxide storage in aquifers

(2008) R QI et al.   International Journal of Greenhouse Gas Control

Neighbor embedding based super-resolution algorithm through edge detection and feature selection

(2008) Tak-Ming Chan et al.   PATTERN RECOGNITION LETTERS

Modeling heterogeneous materials via two-point correlation functions. II. Algorithmic details and applications

(2008) Y. Jiao et al.   PHYSICAL REVIEW E

Tufas and travertines of the Mediterranean region: a testing ground for freshwater carbonate concepts and developments

(2008) MARTYN PEDLEY   SEDIMENTOLOGY

Multiphase flow predictions from carbonate pore space images using extracted network models

(2008) Anwar S. Al-Kharusi et al.   WATER RESOURCES RESEARCH

CO2 storage in geological media: Role, means, status and barriers to deployment

(2007) S BACHU   PROGRESS IN ENERGY AND COMBUSTION SCIENCE