Application and comparison of RBF and BP neural networks for lithology identification of Permian volcanic rocks in the Shunbei area of the Tarim Basin in China

Author:

Shi Shuo,Ding Wenlong,Zhao Zhan,Yang Ruiqiang,Zhao Teng,Liu Jinhua,Zhang Tan

Funder

National Natural Science Foundation of China

National Major Science and Technology Projects of China

Publisher

Springer Science and Business Media LLC

Reference34 articles.

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3. Datta Gupta S, Chatterjee R and Farooqui M Y 2012 Rock physics template (RPT) analysis of well logs and seismic data for lithology and fluid classification in Cambay basin; Int. J. Earth Sci. 101(5) 1407–1426.

4. Gao Daqi and Yang Genxing 2001 Theoretical research on improved RBF neural network pattern classification method; J. E. Chin. Univ. Sci. Tech. J. 06 677–684.

5. Guo Jianqing 2020 Application of seismic inversion technology in the identification and prediction of carbonate reservoirs; Inner Mongolia Petrochem. Indus. 2 82–86 (in Chinese with English Abstract).

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