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
Showing 2025Show all
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cs.LG2025
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…
cs.CE2025★ 3 cited
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…