Nikita Zyryanov

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...