Learning physics-based reduced-order models for a single-injector combustion process

Renee Swischuk, Boris Kramer, Cheng Huang +1

This paper presents a physics-based data-driven method to learn predictive reduced-order models (ROMs) from high-fidelity simulations, and illustrates it in the challenging context…