Reduced Order Modeling using Shallow ReLU Networks with Grassmann Layers

Kayla Bollinger, Hayden Schaeffer

This paper presents a nonlinear model reduction method for systems of equations using a structured neural network. The neural network takes the form of a "three-layer" network with…