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April 3, 2026Oil and gas technologies and environmental safetyOpen Access

Application of a modern methodology for complex interpretation of geological and geophysical methods using neural networks in the Russian software program “PetroInfoComplex”

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Authors

SKSergey Mikhailovich KalyaginAstrakhan State Technical UniversityVAVera Evgen'evna AfanasyevaAstrakhan State Technical University

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Implication

Application analyzes seismic data for geonavigation in drilling, highlighting neural networks' effectiveness.

Key Points

  • The research investigates the effectiveness of neural networks in processing geological and geophysical data using the PetroInfoComplex software.
  • Utilization of PetroInfoComplex software for seismic data pre-processing and quality control.
  • Conducting attribute analysis of seismic data in 2D and 3D formats.
  • Implementation of neural networks for mapping seismoneurofacies based on various seismic attributes.
  • Testing the software during the drilling of horizontal wells.
  • Successful implementation of neural networks in geological support tasks for drilling.
  • High-quality seismic data usage leading to improved geonavigation decisions.
  • Enhanced attribute analysis capabilities for real-time decision-making during drilling.

Cite This Study

Kalyagin et al. (2026) studied this question.

synapsesocial.com/papers/69cf5c925a333a821460a2b8https://doi.org/10.24143/1812-9498-2026-1-7-11
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