Machine Learning, Lattice Structures, Graph Neural Networks, Architecture, Geometry.
interestingly we discovered that we could also train the model on much smaller subsets of the original datasets (reducing from 25K to 10K or even 2K lattices) with only small reductions of accuracy. This suggests that it would be possible to generate a much larger version of the “All Lattices”