Abstract
We demonstrate applications of topological characteristics of oil and gas reservoirs considered as three-dimensional bodies to geological modeling.
| Original language | English |
|---|---|
| Title of host publication | Towards Integrative Machine Learning and Knowledge Extraction - BIRS Workshop, Revised Selected Papers |
| Editors | Andreas Holzinger, Randy Goebel, Massimo Ferri, Vasile Palade |
| Publisher | Springer Verlag |
| Pages | 182-193 |
| Number of pages | 12 |
| ISBN (Print) | 9783319697741 |
| DOIs | |
| Publication status | Published - 1 Jan 2017 |
| Externally published | Yes |
| Event | BIRS Workshop on Advances in Interactive Knowledge Discovery and Data Mining in Complex and Big Data Sets, 2015 - Banff, Canada Duration: 24 Jul 2015 → 26 Jul 2015 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 10344 LNAI |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Conference
| Conference | BIRS Workshop on Advances in Interactive Knowledge Discovery and Data Mining in Complex and Big Data Sets, 2015 |
|---|---|
| Country | Canada |
| City | Banff |
| Period | 24.7.15 → 26.7.15 |
Fingerprint
Keywords
- Betti numbers
- Bottleneck distance
- Euler characteristic
- Geological modeling
- Oil and gas reservoirs
- Persistent homology
ASJC Scopus subject areas
- Theoretical Computer Science
- Computer Science(all)
Cite this
Topological characteristics of oil and gas reservoirs and their applications. / Baikov, V. A.; Gilmanov, R. R.; Taimanov, I. A.; Yakovlev, A. A.
Towards Integrative Machine Learning and Knowledge Extraction - BIRS Workshop, Revised Selected Papers. ed. / Andreas Holzinger; Randy Goebel; Massimo Ferri; Vasile Palade. Springer Verlag, 2017. p. 182-193 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10344 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Topological characteristics of oil and gas reservoirs and their applications
AU - Baikov, V. A.
AU - Gilmanov, R. R.
AU - Taimanov, I. A.
AU - Yakovlev, A. A.
PY - 2017/1/1
Y1 - 2017/1/1
N2 - We demonstrate applications of topological characteristics of oil and gas reservoirs considered as three-dimensional bodies to geological modeling.
AB - We demonstrate applications of topological characteristics of oil and gas reservoirs considered as three-dimensional bodies to geological modeling.
KW - Betti numbers
KW - Bottleneck distance
KW - Euler characteristic
KW - Geological modeling
KW - Oil and gas reservoirs
KW - Persistent homology
UR - http://www.scopus.com/inward/record.url?scp=85033555570&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85033555570&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-69775-8_11
DO - 10.1007/978-3-319-69775-8_11
M3 - Conference contribution
AN - SCOPUS:85033555570
SN - 9783319697741
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 182
EP - 193
BT - Towards Integrative Machine Learning and Knowledge Extraction - BIRS Workshop, Revised Selected Papers
A2 - Holzinger, Andreas
A2 - Goebel, Randy
A2 - Ferri, Massimo
A2 - Palade, Vasile
PB - Springer Verlag
ER -