Fully connected deep network: An improved method to predict TOC of shale reservoirs from well logs

Shale oil and shale gas are important unconventional resources. As the total organic carbon (TOC) of shales is related to the generation potentiality of hydrocarbons, a model of TOC prediction can improve development efficiency and reduce cost. However, the intelligent prediction of TOC is not widel...

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Bibliographic Details

Published in:	Marine and petroleum geology Vol. 132; p. 105205
Main Authors:	Zheng, Dongyu, Wu, Sixuan, Hou, Mingcai
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01-10-2021
Subjects:	Deep learning Fully connected deep network Machine learning Shale reservoirs TOC Well log Deep learning TOC Shale reservoirs Well log Fully connected deep network Machine learning
Online Access:	Get full text
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