Stage‐Wise Stochastic Deep Learning Inversion Framework for Subsurface Sedimentary Structure Identification

The stochastic models and deep‐learning models are the two most commonly used methods for subsurface sedimentary structures identification. The results from the stochastic models typically involve uncertainty due to their nature. For the deep‐learning models, sufficient structure samples are necessa...

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Bibliographic Details

Published in:	Geophysical research letters Vol. 49; no. 1
Main Authors:	Zhan, Chuanjun, Dai, Zhenxue, Soltanian, Mohamad Reza, Zhang, Xiaoying
Format:	Journal Article
Language:	English
Published:	Washington John Wiley & Sons, Inc 16.01.2022
Subjects:	Deep learning deep‐learning method Frameworks Identification inversion Methods Sedimentary structures stochastic model Stochastic models subsurface sedimentary structure identification Training Uncertainty
ISSN:	0094-8276, 1944-8007
Online Access:	Get full text
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