130 citations
- Skolkovo Institute of Science and TechnologyRU8 papers
- Lomonosov Moscow State UniversityRU3 papers
- Peter the Great St. Petersburg Polytechnic UniversityRU2 papers
- A.P. Ershov Institute of Informatics Systems, Siberian Branch of the Russian Academy of Sciences1 paper
- Dalhousie UniversityCA1 paper
- IBM (United States)US1 paper
- Inception Institute of Artificial IntelligenceAE1 paper
- Independent University of MoscowRU1 paper
- Institute of Informatics ProblemsRU1 paper
- ITMO UniversityRU1 paper
- National Research Tomsk State UniversityRU1 paper
- Novosibirsk State UniversityRU1 paper
12 papers
Neural Operators for Mathematical Modeling of Transient Fluid Flow in Subsurface Reservoir Systems
Daniil D. Sirota, Sergey A. Khan, Sergey L. Kostikov +1
This paper presents a method for modeling transient fluid flow in subsurface reservoir systems based on the developed neural operator architecture (TFNO-opt). Reservoir systems are…
A Deep Learning-Aided Approach for Estimating Field Permeability Map by Fusing Well Logs, Well Tests, and Seismic Data
Grigoriy Shutov, Viktor Duplyakov, Shadfar Davoodi +11
Obtaining reliable permeability maps of oil reservoirs is crucial for building a robust and accurate reservoir simulation model and, therefore, designing effective recovery strateg…
CO2 storage in deep saline aquifers: evaluation of geomechanical risks using integrated modeling workflow
Evgenii Kanin, Igor Garagash, Sergei Boronin +5
CO2 injection into a saline aquifer crossed by a tectonic fault is studied with coupled fluid mechanics - geomechanics modeling. The simulation approach is based on coupling of the…
End-to-end neural network approach to 3D reservoir simulation and adaptation
E. Illarionov, P. Temirchev, D. Voloskov +5
Reservoir simulation and adaptation (also known as history matching) are typically considered as separate problems. While a set of models are aimed at the solution of the forward s…
Velocity of viscous fingers in miscible displacement
F. Bakharev, A. Enin, A. Groman +5
The paper investigates the linear growth of the mixing zone during polymer slug injection into a water reservoir. The velocities of the slug front and of the boundaries of the mixi…
Representative elementary volume via averaged scalar Minkowski functionals
M. V. Andreeva, A. V. Kalyuzhnyuk, V. V. Krutko +2
Representative Elementary Volume (REV) at which the material properties do not vary with change in volume is an important quantity for making measurements or simulations which repr…