Machine Learning, Lattice Structures, Graph Neural Networks, Architecture, Geometry.
likely because the data set is simply not large enough to capture the heterogeneity of the space of all symmetric lattices. In contrast, the accuracy for “One Type” and “One Type Morphed” datasets were 92.42% and 86.29% respectively (measured using mean absolute percentage error). Perhaps more