Convolutional Autoencoders for Reduced-Order Modeling

Sreeram Venkat, Ralph C. Smith, Carl T. Kelley

In the construction of reduced-order models for dynamical systems, linear projection methods, such as proper orthogonal decompositions, are commonly employed. However, for many dyn…