Manifold Learning with Implicit Physics Embedding for Reduced-Order Flow-Field Modeling

Weiji Wang, Chunlin Gong, Xuyi Jia +1

Nonlinear manifold learning (ML) based reduced-order models (ROMs) can substantially improve the quality of nonlinear flow-field modeling. However, noise and the lack of physical i…