Stacking ensemble learning based inversion for three-dimensional distribution region of hydraulic fractures in shale

Author:

Luo Yang,Kang Bo,Wang Hehua,Guo Jianchun,Jiang Liping,Cheng Yi,Xiao Yong,Zhao Xing,Sun Bao,Zhang Ran,Lu Cong

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference40 articles.

1. Flowback analysis for fracture characterization;Abbasi;SPE Canadian Unconventional Resources Conference,2012

2. Probabilistic estimation of hydraulic fracture half-lengths: validating the Gaussian pressure-transient method with the traditional rate transient analysis-method (Wolfcamp case study);Alvayed;J. Pet. Explor. Prod. Technol.,2023

3. A new method of characterizing the stimulated reservoir volume using tiltmeter-based surface microdeformation measurements;Astakhov;SPE Hydraulic Fracturing Technology Conference,2012

4. Random search for hyper-parameter optimization;Bergstra;J. Mach. Learn. Res.,2012

5. Bagging predictors;Breiman;Mach. Learn.,1996

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