Analyzing the Performance of Deep Encoder-Decoder Networks as Surrogates for a Diffusion Equation

J. Quetzalcoatl Toledo-Marin, James A. Glazier, Geoffrey Fox

Neural networks (NNs) have proven to be a viable alternative to traditional direct numerical algorithms, with the potential to accelerate computational time by several orders of ma…