| Issue |
E3S Web Conf.
Volume 266, 2021
Topical Issues of Rational Use of Natural Resources 2021
|
|
|---|---|---|
| Article Number | 07005 | |
| Number of page(s) | 7 | |
| Section | Geological Mapping, Exploration, and Prospecting of Mineral Resources | |
| DOI | https://doi.org/10.1051/e3sconf/202126607005 | |
| Published online | 04 June 2021 | |
Application of neural network technology to calculate well logging porosity on the example of UK2-7 formations in the Yelizarovsky deflection (Western Siberia)
Kazan Federal University, Kazan, Russia
The article describes the use of an artificial neural network to calculate porosity in the West Siberian oil and gas province for the UK2–7 strata. The estimated porosity was compared with core porosity data. Correlation coefficient between core samples porosity and well logging porosity (using the neural network) showed higher values in comparison with traditional methods of porosity estimation.
© The Authors, published by EDP Sciences, 2021
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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