130 citations
- Skolkovo Institute of Science and TechnologyRU3 papers
- Inception Institute of Artificial IntelligenceAE1 paper
- Independent University of MoscowRU1 paper
- Lomonosov Moscow State UniversityRU1 paper
- National Research Tomsk State UniversityRU1 paper
- Tomsk Polytechnic UniversityRU1 paper
- United States ArmyUS1 paper
- University of CambridgeGB1 paper
- University of OsloNO1 paper
- U.S. Army Engineer Research and Development CenterUS1 paper
Showing cs.LGShow all
2 papers · 1 filter
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.LG2019
Prediction of Porosity and Permeability Alteration based on Machine Learning Algorithms
Andrei Erofeev, Denis Orlov, Alexey Ryzhov +1
The objective of this work is to study the applicability of various Machine Learning algorithms for prediction of some rock properties which geoscientists usually define due to spe…