Slim down complexity of the model by removing unused elements.
What are the changes implemented in this PR?
The global block of the neural network has never been used. Now using an Interaction Network (node and edge updates) rather than the previous Graph Network (node, edge and global updates).
Remove the input field that was stored on graphs, since this information can easily be inferred from the 0th class of the solution field.
What is the goal of this PR?
Slim down complexity of the model by removing unused elements.
What are the changes implemented in this PR?
Interaction Network(node and edge updates) rather than the previousGraph Network(node, edge and global updates).inputfield that was stored on graphs, since this information can easily be inferred from the 0th class of thesolutionfield.