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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Veröffentlicht in:	Geophysical research letters Jg. 49; H. 1
Hauptverfasser:	Zhan, Chuanjun, Dai, Zhenxue, Soltanian, Mohamad Reza, Zhang, Xiaoying
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Washington John Wiley & Sons, Inc 16.01.2022
Schlagworte:	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-Zugang:	Volltext
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