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Quantifying microstructures of earth materials using higher-order spatial correlations and deep generative adversarial networks

The key to most subsurface processes is to determine how structural and topological features at small length scales, i.e., the microstructure, control the effective and macroscopic properties of earth materials. Recent progress in imaging technology has enabled us to visualise and characterise micro...

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Detalles Bibliográficos
Autores principales: Amiri, Hamed, Vasconcelos, Ivan, Jiao, Yang, Chen, Pei-En, Plümper, Oliver
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9889385/
https://www.ncbi.nlm.nih.gov/pubmed/36720975
http://dx.doi.org/10.1038/s41598-023-28970-w