Heat PDE Deep Learning example
For the release of Deep Melissa, we want to show its working on the Heat PDE example.
We want to highlight we can accurately train a simple neural network on the Heat PDE example. This means showing training and validation losses decrease as expected. Also, test should be done and show the model can accurately recover temperature field for unseen parameter.