Topological characteristics of digital models of geological core

EasyChair Preprint no. 320, version 1

Abstract

This work is devoted to an assessment of the possibility of using stochastic approaches to core modeling using tools of Topology. In addition, the research shows the prospects of applying topological characteristics to describe the core and search for analogs. Later, by connecting these topological characteristics with the reservoir properties (possibly with the application of machine learning methods), we will be able to obtain them for new core samples without carrying out expensive and long-term filtration experiments.

Keyphrases: Betti number, Betti numbers, digital core, elementary cube, Geological modelling, geological random field, ray tomography, topological characteristic, Topological characteristics

@Booklet{EasyChair:320,
  author = {Rustem Gilmanov and Iskander Taymanov and Alexander Kalyuzhnyuk and Andrey Yakovlev},
  title = {Topological characteristics of digital models of geological core},
  howpublished = {EasyChair Preprint no. 320},
  doi = {10.29007/rchm},
  year = {EasyChair, 2018}}