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physics.geo-ph2021
Computationally Efficient Multiscale Neural Networks Applied To Fluid Flow In Complex 3D Porous Media
Javier Santos, Ying Yin, Honggeun Jo +6
The permeability of complex porous materials can be obtained via direct flow simulation, which provides the most accurate results, but is very computationally expensive. In particu…
physics.geo-ph2019★ 1 cited
Predicting Effective Diffusivity of Porous Media from Images by Deep Learning
Haiyi Wu, Wen-Zhen Fang, Qinjun Kang +2
We report the application of machine learning methods for predicting the effective diffusivity (De) of two-dimensional porous media from images of their structures. Pore structures…