Heriot-Watt Petroleum Engineering Approved Support Centre

Research Output 2003 2019

  • 8 Conference article
  • 7 Article
  • 6 Conference contribution
  • 1 Paper
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Conference contribution
2019

Comparison of seismic traces clustering efficiency of different unsupervised machine learning algorithms in forward seismic models

Churochkin, I., Volkova, A., Gavrilova, E., Bukhanov, N., Butorin, A. & Rukavishnikov, V., 3 Jun 2019, 81st EAGE Conference and Exhibition 2019. EAGE Publishing BV, (81st EAGE Conference and Exhibition 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

machine learning
Learning algorithms
Learning systems
ground truth
outcrops
2016

Regularity of filitration properties distribution in oil bearing reservoir with complex geological structure

Merkulov, V. P., Krasnoshchekova, L. A., Korovin, M. O. & Cherdantseva, D. A., 2016, 7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences. European Association of Geoscientists and Engineers, EAGE, p. 688-692 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bearings (structural)
distribution (property)
geological structure
regularity
oils
2015
1 Citation (Scopus)

Oil extraction optimization case: Horizontal permeability heterogeneity evaluation and application

Korovin, M. O., Merkulov, V. P. & Gojkovic, S. Z., 2015, IOP Conference Series: Earth and Environmental Science. 1 ed. Institute of Physics Publishing, Vol. 24. 012043

Research output: Chapter in Book/Report/Conference proceedingConference contribution

anisotropy
permeability
perforation
fluid flow
spacing

Permeability inhomogeneity accounting in terms of efficient development strategy

Korovin, M. O., Merkulov, V. P. & Gojkovic, S. Z., 2015, IOP Conference Series: Earth and Environmental Science. 1 ed. Institute of Physics Publishing, Vol. 24. 012044

Research output: Chapter in Book/Report/Conference proceedingConference contribution

development strategy
inhomogeneity
anisotropy
permeability
well

Prospectivity evaluation by seismic trace form classification

Demyanov, V. V., Belozerov, V. B. & Baranov, V. E., 1 Jan 2015, Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences. Delgado, R. T., van den Boogaart, K. G., van den Boogaart, R. & Schaeben, H. (eds.). International Association for Mathematical Geology (IAMG), p. 626-632 7 p. (Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trace
Evaluation
Drilling
Machine Learning
Carbon
2014
1 Citation (Scopus)

Formation evaluation and well-test analysis for complex interpretation of reservoir permeability distribution

Korovin, M. O. & Merkulov, V. P., 2014, IOP Conference Series: Earth and Environmental Science. 1 ed. Institute of Physics Publishing, Vol. 21. 012017

Research output: Chapter in Book/Report/Conference proceedingConference contribution

permeability
well
well logging
development strategy
test