Non-intrusive reduced-order modeling using convolutional autoencoders

Rakesh Halder, Krzysztof Fidkowski, Kevin Maki

The use of reduced-order models (ROMs) in physics-based modeling and simulation almost always involves the use of linear reduced basis (RB) methods such as the proper orthogonal de…