Point-cloud deep learning of porous media for permeability prediction
Author:
Affiliation:
1. Department of Civil and Environmental Engineering, Stanford University, Stanford, California 94305, USA
2. Department of Energy Resources Engineering, Stanford University, Stanford, California 94305, USA
Publisher
AIP Publishing
Subject
Condensed Matter Physics,Fluid Flow and Transfer Processes,Mechanics of Materials,Computational Mechanics,Mechanical Engineering
Link
https://aip.scitation.org/doi/pdf/10.1063/5.0063904
Reference62 articles.
1. Digital rock physics benchmarks—Part I: Imaging and segmentation
2. Digital rock physics benchmarks—part II: Computing effective properties
3. Computational fluid dynamics simulations of flow and concentration polarization in forward osmosis membrane systems
4. Pore-scale imaging and modelling
5. THE ROLE OF POROUS MEDIA IN MODELING FLUID FLOW WITHIN HOLLOW FIBER MEMBRANES OF THE TOTAL ARTIFICIAL LUNG
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