Author

E. Yudin

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Open access Sep 2026

A Coupled Neural Operator Proxy for Fast Full-Field Pressure and Oil-Saturation Forecasting in Two-Phase Petroleum Reservoir Simulation

Fast full-field forecasting in petroleum reservoir simulation is important for field-development planning, well-control screening, uncertainty assessment, and production optimization, where many two-phase flow scenarios must be evaluated before final high-fidelity simulator verification. This study proposes a Coupled M...

Nikita Zyryanov, B. Latypov, I. Barmin et al. · Energies · 0 citations

Open access Aug 2026

Artificial-Lift System Control: A Reduced-Order Transient Model for Real-Time Predictive Control of Electrical Submersible Pump Wells

Unstable well operations, driven by reservoir depletion, high gas–oil ratios, unstable inflow, and surface network interactions, have become a major challenge in modern production — especially in Western Siberian fields — causing flow instabilities and production losses. While numerous studies have advanced transient m...

M. Petrushin, E. Kherson, N. Smirnov et al. · Processes · 0 citations