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Deep learning for diffusion in porous media

We adopt convolutional neural networks (CNN) to predict the basic properties of the porous media. Two different media types are considered: one mimics the sand packings, and the other mimics the systems derived from the extracellular space of biological tissues. The Lattice Boltzmann Method is used...

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Detalles Bibliográficos
Autores principales: Graczyk, Krzysztof M., Strzelczyk, Dawid, Matyka, Maciej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276037/
https://www.ncbi.nlm.nih.gov/pubmed/37328555
http://dx.doi.org/10.1038/s41598-023-36466-w