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Improving deep learning performance for predicting large-scale geological [Formula: see text] sequestration modeling through feature coarsening

Physics-based reservoir simulation for fluid flow in porous media is a numerical simulation method to predict the temporal-spatial patterns of state variables (e.g. pressure p) in porous media, and usually requires prohibitively high computational expense due to its non-linearity and the large numbe...

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Detalles Bibliográficos
Autores principales: Yan, Bicheng, Harp, Dylan Robert, Chen, Bailian, Pawar, Rajesh J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712509/
https://www.ncbi.nlm.nih.gov/pubmed/36450838
http://dx.doi.org/10.1038/s41598-022-24774-6