Deep polytopic autoencoders for low-dimensional linear parameter-varying approximations and nonlinear feedback design

Jan Heiland, Yongho Kim, Steffen W. R. Werner

Polytopic autoencoders provide low-di\-men\-sion\-al parametrizations of states in a polytope. For nonlinear PDEs, this is readily applied to low-dimensional linear parameter-varyi…