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Predicting Effective Diffusivity of Porous Media from Images by Deep Learning
We report the application of machine learning methods for predicting the effective diffusivity (D(e)) of two-dimensional porous media from images of their structures. Pore structures are built using reconstruction methods and represented as images, and their effective diffusivity is computed by latt...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6938523/ https://www.ncbi.nlm.nih.gov/pubmed/31892713 http://dx.doi.org/10.1038/s41598-019-56309-x |