Data analytics and Bayesian Optimised Extreme Gradient Boosting approach to estimate cut-offs from wireline logs for net reservoir and pay classification

Author:

Otchere Daniel AsanteORCID,Ganat Tarek Omar Arbi,Nta Vanessa,Brantson Eric Thompson,Sharma Tushar

Funder

Yayasan UTP

Universiti Teknologi Petronas

Publisher

Elsevier BV

Subject

Software

Reference25 articles.

1. Application of neural network modelling for classifying hydrocarbon bearing zone, water bearing zone and shale with estimation of petrophysical parameters in Cauvery basin, India;Pandey;J. Earth Syst. Sci.,2020

2. Net Pay—What Is It? What Does It Do? How Do We Quantify It? How Do We Use It?;Worthington;SPE Reserv. Eval. Eng.,2010

3. The role of cut-offs in integrated reservoir studies;Worthington;SPE Reserv. Eval. Eng.,2005

4. Static reservoir modeling comparing inverse distance weighting to kriging interpolation algorithm in volumetric estimation. case study: gullfaks field;Otchere,2021

5. A comprehensive method for determining net pay in exploration/development wells;Qassamipour;J. Pet. Sci. Eng.,2021

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