Predicting permeability via statistical learning on higher-order microstructural information
出版年份 2020 全文链接
标题
Predicting permeability via statistical learning on higher-order microstructural information
作者
关键词
-
出版物
Scientific Reports
Volume 10, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-09-18
DOI
10.1038/s41598-020-72085-5
参考文献
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。- Permeability of polydisperse magma foam
- (2020) Jérémie Vasseur et al. GEOLOGY
- Connecting Solute Diffusion to Morphology in Triblock Copolymer Membranes
- (2020) Michael P. Howard et al. MACROMOLECULES
- Predicting transport characteristics of hyperuniform porous media via rigorous microstructure-property relations
- (2020) Salvatore Torquato ADVANCES IN WATER RESOURCES
- Quantifying the influence of microstructure on effective conductivity and permeability: virtual materials testing
- (2019) Matthias Neumann et al. INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
- Driving digital rock towards machine learning: Predicting permeability with gradient boosting and deep neural networks
- (2019) Oleg Sudakov et al. COMPUTERS & GEOSCIENCES
- Linking Morphology of Porous Media to Their Macroscopic Permeability by Deep Learning
- (2019) Serveh Kamrava et al. TRANSPORT IN POROUS MEDIA
- Predicting Effective Diffusivity of Porous Media from Images by Deep Learning
- (2019) Haiyi Wu et al. Scientific Reports
- Effects of pore-throat structure on gas permeability in the tight sandstone reservoirs of the Upper Triassic Yanchang formation in the Western Ordos Basin, China
- (2018) Hexin Huang et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Prediction of diffusive transport through polymer films from characteristics of the pore geometry
- (2018) Sandra Barman et al. AICHE JOURNAL
- Seeing permeability from images: fast prediction with convolutional neural networks
- (2018) Jinlong Wu et al. Science Bulletin
- Random scalar fields and hyperuniformity
- (2017) Zheng Ma et al. JOURNAL OF APPLIED PHYSICS
- Synchrotron X-ray nanotomography and three-dimensional nanoscale imaging analysis of pore structure-function in nanoporous polymeric membranes
- (2017) Se-Hee Lee et al. JOURNAL OF MEMBRANE SCIENCE
- Energy and fuels from electrochemical interfaces
- (2017) Vojislav R. Stamenkovic et al. NATURE MATERIALS
- Julia: A Fresh Approach to Numerical Computing
- (2017) Jeff Bezanson et al. SIAM REVIEW
- Predicting effective conductivities based on geometric microstructure characteristics
- (2016) Ole Stenzel et al. AICHE JOURNAL
- Determination of nuclear magnetic resonance T2 cutoff value based on multifractal theory — An application in sandstone with complex pore structure
- (2015) Xinmin Ge et al. GEOPHYSICS
- Effective diffusion coefficients in random packings of polydisperse hard spheres from two-point and three-point correlation functions
- (2015) D. Hlushkou et al. JOURNAL OF APPLIED PHYSICS
- Investigation of the Effect of the Tortuous Pore Structure on Water Diffusion through a Polymer Film Using Lattice Boltzmann Simulations
- (2015) Tobias Gebäck et al. JOURNAL OF PHYSICAL CHEMISTRY B
- Direct relations between morphology and transport in Boolean models
- (2015) Christian Scholz et al. PHYSICAL REVIEW E
- Function-led design of new porous materials
- (2015) A. G. Slater et al. SCIENCE
- 3D Microstructure Effects in Ni-YSZ Anodes: Prediction of Effective Transport Properties and Optimization of Redox Stability
- (2015) Omar Pecho et al. Materials
- Impact of microstructure on the effective diffusivity in random packings of hard spheres
- (2014) H. Liasneuski et al. JOURNAL OF APPLIED PHYSICS
- Accurate modeling and reconstruction of three-dimensional percolating filamentary microstructures from two-dimensional micrographs via dilation-erosion method
- (2014) En-Yu Guo et al. MATERIALS CHARACTERIZATION
- A Lattice Boltzmann Method for the Advection-Diffusion Equation with Neumann Boundary Conditions
- (2013) Tobias Gebäck et al. Communications in Computational Physics
- New insights on how to adjust the release profile from coated pellets by varying the molecular weight of ethyl cellulose in the coating film
- (2013) Mariagrazia Marucci et al. INTERNATIONAL JOURNAL OF PHARMACEUTICS
- Tortuosity in Porous Media: A Critical Review
- (2013) Behzad Ghanbarian et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- Pore-scale imaging and modelling
- (2012) Martin J. Blunt et al. ADVANCES IN WATER RESOURCES
- Quantitative characterization of the microstructure and transport properties of biopolymer networks
- (2012) Yang Jiao et al. PHYSICAL BIOLOGY
- Microstructural degeneracy associated with a two-point correlation function and its information content
- (2012) C. J. Gommes et al. PHYSICAL REVIEW E
- Comparison of low-field NMR and mercury intrusion porosimetry in characterizing pore size distributions of coals
- (2011) Yanbin Yao et al. FUEL
- Improved reconstructions of random media using dilation and erosion processes
- (2011) Chase E. Zachary et al. PHYSICAL REVIEW E
- Analytical derivation of tortuosity and permeability of monosized spheres: A volume averaging approach
- (2011) Mohammad Mehdi Ahmadi et al. PHYSICAL REVIEW E
- Food packaging based on polymer nanomaterials
- (2011) Clara Silvestre et al. PROGRESS IN POLYMER SCIENCE
- Focused ion beam-scanning electron microscopy on solid-oxide fuel-cell electrode: Image analysis and computing effective transport properties
- (2010) Naga Siva Kumar Gunda et al. JOURNAL OF POWER SOURCES
- A superior descriptor of random textures and its predictive capacity
- (2009) Y. Jiao et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Developing a new form of permeability and Kozeny–Carman constant for homogeneous porous media by means of fractal geometry
- (2007) Peng Xu et al. ADVANCES IN WATER RESOURCES
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started