Multi-level Convolutional Autoencoder Networks for Parametric Prediction of Spatio-temporal Dynamics

Jiayang Xu, Karthik Duraisamy

A data-driven framework is proposed towards the end of predictive modeling of complex spatio-temporal dynamics, leveraging nested non-linear manifolds. Three levels of neural netwo…