Surrogate-assisted hydraulic fracture optimization workflow with applications for shale gas reservoir development: a comparative study of machine learning models

Unconventional reservoirs have become the main alternative for increasing oil and gas reserves around the world. Owing to their ultralow permeability properties and special pore structure, hydraulic fracturing technology is necessary to realize the efficient development and economic management of un...

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Bibliographic Details
Main Authors: Cong Xiao, Shicheng Zhang, Xinfang Ma, Tong Zhou, Xuechen Li
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2022-06-01
Series:Natural Gas Industry B
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352854022000262