Model reduction of parametric ordinary differential equations via autoencoders: representation properties and convergence analysis

Enrico Ballini, Marco Gambarini, Alessio Fumagalli +3

We propose a reduced-order modeling approach for nonlinear, parameter-dependent ordinary differential equations (ODE). Dimensionality reduction is achieved using nonlinear maps rep…