Topological characteristics of oil and gas reservoirs and their applications

V. A. Baikov, R. R. Gilmanov, I. A. Taimanov, A. A. Yakovlev

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

3 Citations (Scopus)

Abstract

We demonstrate applications of topological characteristics of oil and gas reservoirs considered as three-dimensional bodies to geological modeling.

Original languageEnglish
Title of host publicationTowards Integrative Machine Learning and Knowledge Extraction - BIRS Workshop, Revised Selected Papers
EditorsA Holzinger, R Goebel, M Ferri, Palade
PublisherSpringer-Verlag GmbH and Co. KG
Pages182-193
Number of pages12
Volume10344 LNAI
ISBN (Print)9783319697741
DOIs
Publication statusPublished - 2017
EventBIRS Workshop on Advances in Interactive Knowledge Discovery and Data Mining in Complex and Big Data Sets, 2015 - Banff, Canada
Duration: 23 Jul 201525 Jul 2015

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10344 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceBIRS Workshop on Advances in Interactive Knowledge Discovery and Data Mining in Complex and Big Data Sets, 2015
CountryCanada
CityBanff
Period23.07.201525.07.2015

Keywords

  • Betti numbers
  • Bottleneck distance
  • Euler characteristic
  • Geological modeling
  • Oil and gas reservoirs
  • Persistent homology
  • PERSISTENCE

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