Surrogate modeling for convection-dominated parametric problems based on error learning

Lihong Feng, Ali Hassan, Shuwen Sun

Convection-dominated problems are known for their slow Kolmogorov $n$-width decays and are challenging for model order reduction (MOR). In this work, we propose a hybrid surrogate…