Machine Learning, Deep Learning, Molecular Dynamics, Modeling, Modelling.
that approximates an invariant function of particle positions. First we saw that we needed more than one layer in order to learn more than just linear functions. We used permutation invariance combined with locality to arrive at a graph neural network. On top of this we required invariance with