Hybrid ROM-PINN Framework for Closure Modeling in Convection-Dominated Systems

Ferhat Kaya, Birgul Koc, Atakan Aygun +2

Reduced-order models (ROMs) have become an essential tool for reducing the computational cost of fluid flow simulations. While standard ROMs can efficiently approximate laminar flo…