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Sensing prior constraints in deep neural networks for solving exploration geophysical problems

One of the key objectives in geophysics is to characterize the subsurface through the process of analyzing and interpreting geophysical field data that are typically acquired at the surface. Data-driven deep learning methods have enormous potential for accelerating and simplifying the process but al...

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Detalles Bibliográficos
Autores principales: Wu, Xinming, Ma, Jianwei, Si, Xu, Bi, Zhengfa, Yang, Jiarun, Gao, Hui, Xie, Dongzi, Guo, Zhixiang, Zhang, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10265955/
https://www.ncbi.nlm.nih.gov/pubmed/37262111
http://dx.doi.org/10.1073/pnas.2219573120