Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management

Avoiding over-pressurization in subsurface reservoirs is critical for applications like CO[Formula: see text] sequestration and wastewater injection. Managing the pressures by controlling injection/extraction are challenging because of complex heterogeneity in the subsurface. The heterogeneity typic...

Descripción completa

Detalles Bibliográficos
Autores principales: Pachalieva, Aleksandra, O’Malley, Daniel, Harp, Dylan Robert, Viswanathan, Hari
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9636427/
https://www.ncbi.nlm.nih.gov/pubmed/36333378
http://dx.doi.org/10.1038/s41598-022-22832-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9636427/
https://www.ncbi.nlm.nih.gov/pubmed/36333378
http://dx.doi.org/10.1038/s41598-022-22832-7

Ejemplares similares