Greedy Construction of Quadratic Manifolds for Nonlinear Dimensionality Reduction and Model Reduction

The author proposes a greedy method to construct quadratic manifolds for nonlinear dimensionality reduction, achieving higher accuracy compared to linear approximations alone.