Topological Characteristics of Digital Models of Geological Core - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2018

Topological Characteristics of Digital Models of Geological Core

Rustem R. Gilmanov
  • Fonction : Auteur
  • PersonId : 1043701
Andrey A. Yakovlev
  • Fonction : Auteur
  • PersonId : 1043704

Résumé

We discuss the possibility of applying stochastic approaches to core modeling by using tools of topology. The study demonstrates the prospects of applying topological characteristics for the description of the core and the search for its analogs. Moreover application of topological characteristics (for example, in conjunction with machine learning methods) in the long term will make it possible to obtain petrophysical properties of the core samples without carrying out expensive and long-term filtration experiments.
Fichier principal
Vignette du fichier
472936_1_En_19_Chapter.pdf (825.1 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-02060056 , version 1 (07-03-2019)

Licence

Identifiants

Citer

Rustem R. Gilmanov, Alexander V. Kalyuzhnyuk, Iskander A. Taimanov, Andrey A. Yakovlev. Topological Characteristics of Digital Models of Geological Core. 2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.273-281, ⟨10.1007/978-3-319-99740-7_19⟩. ⟨hal-02060056⟩
122 Consultations
86 Téléchargements

Altmetric

Partager

More