Before we get started:

• This topic includes a concise PyG implementation of the paper Learning to Simulate Complex Physics with Graph Networks. We adapted our code from the open-source tensorflow implementation by DeepMind.
  • Link to the pdf of this paper: https://arxiv.org/abs/2002.09405
  • Link to Deepmind's implementation: https://github.com/deepmind/deepmind-research/tree/master/learning_to_simulate
  • Link to the video site by DeepMind: https://sites.google.com/view/learning-to-simulate