Design Reduced Order Models (ROMs) For Oilfield Processes in MATLAB | MathWorks Energy Conference 2022

Design a reduced order model (ROM) for oilfield processes to execute computational fluid dynamics (CFD) across wellbores, pipelines, and risers. In this example, the process follows a data-driven modeling approach to simulate multiphase systems with high accuracy using physics-informed neural networks (PINNs) validated and verified against an equivalent laboratory model.