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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Vydáno v:	Geophysical research letters Ročník 49; číslo 1
Hlavní autoři:	Zhan, Chuanjun, Dai, Zhenxue, Soltanian, Mohamad Reza, Zhang, Xiaoying
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Washington John Wiley & Sons, Inc 16.01.2022
Témata:	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
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