This repository contain all the code needed to reproduce the analysis conducted in the following paper:

Learning parameters and constitutive relationships with physics informed deep neural networks by Tartakovsky, Alexandre, Ortiz Marrero, Carlos, Perdikaris, Paris, Tartakovsky, Guzel and Barajas-Solano, David

ArXiv: https://arxiv.org/abs/1808.03398