Neural geological-genetic and radiogeochemical forecast model of oil-bearing Helds

Abstract

In recent years, oil and gas exploration are increasingly turning to direct methods to identify accumulations of hydrocarbons (magnetometry, radiometry, geochemical methods, etc.). Similar works are tested high in the Tomsk region, near the Ob basin. In this paper we present some results of testing of geological and genetic models and radiogeochemical occurrence of hydrocarbons in relation to various oil and gas complexes, with the development of neural network methods of analysis and forecasting, formulated proposals for their integrated use.

Original language	English
Title of host publication	IOP Conference Series: Materials Science and Engineering
Publisher	Institute of Physics Publishing
Volume	81
Edition	1
DOIs	https://doi.org/10.1088/1757-899X/81/1/012106
Publication status	Published - 23 Apr 2015
Event	International Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014 - Tomsk, Russian Federation Duration: 3 Nov 2014 → 8 Nov 2014

Other

Other	International Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014
Country	Russian Federation
City	Tomsk
Period	3.11.14 → 8.11.14

ASJC Scopus subject areas

Engineering(all)
Materials Science(all)

Access to Document

10.1088/1757-899X/81/1/012106

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Cite this

Gorbachev, S. V., & Kurkan, I. K. (2015). Neural geological-genetic and radiogeochemical forecast model of oil-bearing Helds. In IOP Conference Series: Materials Science and Engineering (1 ed., Vol. 81). [012106] Institute of Physics Publishing. https://doi.org/10.1088/1757-899X/81/1/012106

Gorbachev, SV & Kurkan, IK 2015, Neural geological-genetic and radiogeochemical forecast model of oil-bearing Helds. in IOP Conference Series: Materials Science and Engineering. 1 edn, vol. 81, 012106, Institute of Physics Publishing, International Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014, Tomsk, Russian Federation, 3.11.14. https://doi.org/10.1088/1757-899X/81/1/012106

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