[chaxor]

Don't forget that having a GNN (or perhaps Sheaf NN) model the system can allow decomposition such that an analytical expression can be extracted to explain the dynamics of the model quite well. This was shown via Cranmer et al, and continues to be a good way to find explanatory models that both interpolate as well as the NN and extrapolate past the provided data.