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

S. V. Gorbachev, I. K. Kurkan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 languageEnglish
Title of host publicationIOP Conference Series: Materials Science and Engineering
PublisherInstitute of Physics Publishing
Volume81
Edition1
DOIs
Publication statusPublished - 23 Apr 2015
EventInternational Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014 - Tomsk, Russian Federation
Duration: 3 Nov 20148 Nov 2014

Other

OtherInternational Scientific Conference on Radiation-Thermal Effects and Processes in Inorganic Materials, RTEP 2014
CountryRussian Federation
CityTomsk
Period3.11.148.11.14

ASJC Scopus subject areas

  • Engineering(all)
  • Materials Science(all)

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    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