Using a Deep Neural Network with Small Datasets to Predict the Initial Production of Tight Oil Horizontal Wells

Using a Deep Neural Network with Small Datasets to Predict the Initial Production of Tight Oil Horizontal Wells

Due to its abundant reserves, tight oil has emerged as a significant substitute for conventional petroleum resources. It has become one of the focal points of exploration and research, and a new hot spot in global unconventional oil and gas exploration and development. This has led to a significant...

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Bibliographic Details
Main Authors: Yuxi Yang, Chengqian Tan, Youyou Cheng, Xiang Luo, Xiangliang Qiu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Electronics
Subjects:
small datasets
DNN
tight oil prediction
initial production capacity
horizontal wells
Online Access:https://www.mdpi.com/2079-9292/12/22/4570

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