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On the generation of realistic synthetic petrographic datasets using a style-based GAN

Deep learning architectures have transformed data analytics in geosciences, complementing traditional approaches to geological problems. Although deep learning applications in geosciences show encouraging signs, their potential remains untapped due to limited data availability and the required in-de...

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Detalles Bibliográficos
Autores principales: Ferreira, Ivan, Ochoa, Luis, Koeshidayatullah, Ardiansyah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9334578/
https://www.ncbi.nlm.nih.gov/pubmed/35902601
http://dx.doi.org/10.1038/s41598-022-16034-4