4.7 Article

Pore-network extraction using discrete Morse theory: Preserving the topology of the pore space

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Interdisciplinary Applications

Prediction of diffusional conductance in extracted pore network models using convolutional neural networks

Niloo Misaghian et al.

Summary: This study develops a deep learning framework to accurately predict the diffusive conductance in porous media by analyzing 3D images of pore regions extracted from tomograms. The results demonstrate high accuracy and significantly improved prediction speed.

COMPUTERS & GEOSCIENCES (2022)

Article Soil Science

Going submicron in the precise analysis of soil structure: A FIB-SEM imaging study at nanoscale

Kirill M. Gerke et al.

Summary: This study characterizes soil nanostructure using FIB-SEM imaging technique, revealing differences in structural features at different scales, pore size distributions, and types of nanoporosity. The advantages and shortcomings of FIB-SEM imaging were highlighted, with proposed solutions and future research directions to improve the characterization of soil structure at the nano-scale.

GEODERMA (2021)

Article Mechanics

Pore network model of drying with Kelvin effect

Otman Maalal et al.

Summary: The pore network model presented in this study considers capillary effects, vapor transport by diffusion, including Knudsen effect, in the gas phase, and the Kelvin effect during isothermal drying. The impact of Kelvin effect on liquid distribution during drying is significant, with fluctuations in evaporation rate due to changing menisci curvature. The simulations also reveal a noticeable non-local equilibrium effect.

PHYSICS OF FLUIDS (2021)

Article Engineering, Chemical

Pore Space and Fluid Phase Characterization in Round and Angular Partially Saturated Sands Using Radiation-Based Tomography and Persistent Homology

Mohmad Mohsin Thakur et al.

Summary: The study utilized 3D CT images to investigate the pore space and fluid phase characteristics of sands with different morphologies, advanced analysis was carried out using persistent homology, and important implications for the transport properties of granular materials were revealed.

TRANSPORT IN POROUS MEDIA (2021)

Article Energy & Fuels

Machine and deep learning for estimating the permeability of complex carbonate rock from X-ray micro-computed tomography

Moussa Tembely et al.

Summary: This study developed an AI-based workflow for quick and accurate estimation of permeability of complex carbonate rocks using X-ray micro computed tomography. By combining image processing, features engineering, and various supervised learning algorithms, the study highlights the potential of machine and deep learning in predicting petrophysical properties.

ENERGY REPORTS (2021)

Article Soil Science

How pore structure non-stationarity compromises flow properties representativity (REV) for soil samples: Pore-scale modelling and stationarity analysis

Kirill M. Gerke et al.

Summary: This study explores the representativity of soil samples through pore-scale flow simulations and REV analysis, revealing that traditional soil core samples are not representative, and that the REV concept is broader than previously anticipated.

EUROPEAN JOURNAL OF SOIL SCIENCE (2021)

Article Water Resources

Efficient extraction of pore networks from massive tomograms via geometric domain decomposition

Zohaib Atiq Khan et al.

ADVANCES IN WATER RESOURCES (2020)

Article Computer Science, Artificial Intelligence

Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder-decoder deep networks

Samik Banerjee et al.

NATURE MACHINE INTELLIGENCE (2020)

Article Physics, Fluids & Plasmas

Three-dimensional pore network characterization of reconstructed extracellular matrix

Seongjin Park et al.

PHYSICAL REVIEW E (2020)

Article Water Resources

Hybrid pore-network and lattice-Boltzmann permeability modelling accelerated by machine learning

Arash Rabbani et al.

ADVANCES IN WATER RESOURCES (2019)

Article Geosciences, Multidisciplinary

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

Yuqi Wu et al.

MARINE AND PETROLEUM GEOLOGY (2019)

Article Environmental Sciences

Statistical Inference Over Persistent Homology Predicts Fluid Flow in Porous Media

Chul Moon et al.

WATER RESOURCES RESEARCH (2019)

Article Engineering, Chemical

Mimicking 3D food microstructure using limited statistical information from 2D cross-sectional image

Antonio Derossi et al.

JOURNAL OF FOOD ENGINEERING (2019)

Article Computer Science, Interdisciplinary Applications

Finite-difference method Stokes solver (FDMSS) for 3D pore geometries: Software development, validation and case studies

Kirill M. Gerke et al.

COMPUTERS & GEOSCIENCES (2018)

Article Soil Science

Enhancing image resolution of soils by stochastic multiscale image fusion

Marina V. Karsanina et al.

GEODERMA (2018)

Article Environmental Sciences

Pore Geometry Characterization by Persistent Homology Theory

Fei Jiang et al.

WATER RESOURCES RESEARCH (2018)

Article Physics, Multidisciplinary

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

Marina V. Karsanina et al.

PHYSICAL REVIEW LETTERS (2018)

Article Multidisciplinary Sciences

Pore configuration landscape of granular crystallization

M. Saadatfar et al.

NATURE COMMUNICATIONS (2017)

Article Biochemical Research Methods

MorphoLibJ: integrated library and plugins for mathematical morphology with ImageJ

David Legland et al.

BIOINFORMATICS (2016)

Article Computer Science, Software Engineering

Felix: A Topology Based Framework for Visual Exploration of Cosmic Filaments

Nithin Shivashankar et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)

Article Computer Science, Artificial Intelligence

Skeletonization and Partitioning of Digital Images Using Discrete Morse Theory

Olaf Delgado-Friedrichs et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2015)

Article Multidisciplinary Sciences

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

Kirill M. Gerke et al.

SCIENTIFIC REPORTS (2015)

Article Engineering, Environmental

X-ray micro-tomography and pore network modeling of single-phase fixed-bed reactors

F. Larachi et al.

CHEMICAL ENGINEERING JOURNAL (2014)

Article Computer Science, Interdisciplinary Applications

Priority-flood: An optimal depression-filling and watershed-labeling algorithm for digital elevation models

Richard Barnes et al.

COMPUTERS & GEOSCIENCES (2014)

Article Energy & Fuels

An automated simple algorithm for realistic pore network extraction from micro-tomography images

Arash Rabbani et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2014)

Review Environmental Sciences

Analysis of Fundamentals of Two-Phase Flow in Porous Media Using Dynamic Pore-Network Models: A Review

V. Joekar-Niasar et al.

CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY (2012)

Article Computer Science, Theory & Methods

Optimal Topological Simplification of Discrete Functions on Surfaces

Ulrich Bauer et al.

DISCRETE & COMPUTATIONAL GEOMETRY (2012)

Article Engineering, Chemical

Stochastic Pore Network Generation from 3D Rock Images

Z. Jiang et al.

TRANSPORT IN POROUS MEDIA (2012)

Article Computer Science, Software Engineering

Efficient computation of 3D Morse-Smale complexes and persistent homology using discrete Morse theory

David Guenther et al.

VISUAL COMPUTER (2012)

Article Computer Science, Artificial Intelligence

Theory and Algorithms for Constructing Discrete Morse Complexes from Grayscale Digital Images

Vanessa Robins et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2011)

Article Astronomy & Astrophysics

The persistent cosmic web and its filamentary structure - II. Illustrations

T. Sousbie et al.

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY (2011)

Article Computer Science, Interdisciplinary Applications

Quantification of soil structure based on Minkowski functions

H. -J. Vogel et al.

COMPUTERS & GEOSCIENCES (2010)

Article Engineering, Chemical

Two-Phase Pore-Network Modelling: Existence of Oil Layers During Water Invasion

A. V. Ryazanov et al.

TRANSPORT IN POROUS MEDIA (2009)

Article Computer Science, Software Engineering

A Practical Approach to Morse-Smale Complex Computation: Scalability and Generality

Attila Gyulassy et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2008)

Article Thermodynamics

Consideration of heat transfer in pore network modelling of convective drying

V. K. Surasani et al.

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2008)

Article Computer Science, Software Engineering

Efficient computation of Morse-Smale complexes for three-dimensional scalar functions

Attila Gyulassy et al.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2007)

Article Water Resources

Approaches for modeling longitudinal dispersion in pore-networks

R. C. Acharya et al.

ADVANCES IN WATER RESOURCES (2007)

Article Physics, Multidisciplinary

Pore space morphology analysis using maximal inscribed spheres

Dmitriy Silin et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2006)

Article Chemistry, Physical

Porous structure and fluid partitioning in polyethylene cores from 3D X-ray microtomographic imaging

M Prodanovic et al.

JOURNAL OF COLLOID AND INTERFACE SCIENCE (2006)

Article Physics, Fluids & Plasmas

Pore-network study of the mechanisms of foam generation in porous media

M Chen et al.

PHYSICAL REVIEW E (2006)

Article Chemistry, Physical

Existence of fluid layers in the corners of a capillary with non-uniform wettability

MIJ van Dijke et al.

JOURNAL OF COLLOID AND INTERFACE SCIENCE (2006)

Article Physics, Fluids & Plasmas

Pattern formation in reverse filtration combustion

CA Lu et al.

PHYSICAL REVIEW E (2005)

Article Computer Science, Interdisciplinary Applications

Analysis of the vesicular structure of basalts

H Shin et al.

COMPUTERS & GEOSCIENCES (2005)

Article Mathematics

Generating discrete Morse functions from point data

H King et al.

EXPERIMENTAL MATHEMATICS (2005)

Article Physics, Fluids & Plasmas

Effect of liquid films on the isothermal drying of porous media

AG Yiotis et al.

PHYSICAL REVIEW E (2003)

Article Mathematics, Applied

Optimal discrete Morse functions for 2-manifolds

T Lewiner et al.

COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS (2003)

Article Chemistry, Physical

Shape factor and hydraulic conductance in noncircular capillaries I. One-phase creeping flow

TW Patzek et al.

JOURNAL OF COLLOID AND INTERFACE SCIENCE (2001)

Article Geochemistry & Geophysics

Pore and throat size distributions measured from synchrotron X-ray tomographic images of Fontainebleau sandstones

WB Lindquist et al.

JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH (2000)