Machine Learning, Lattice Structures, Graph Neural Networks, Architecture, Geometry.
machine learning model. Top Row: Samples from the “All Lattices” dataset. Middle Row: Samples from the “One Type” dataset (these are three different geometric realizations of a single lattice topology). Bottom Row: Samples from the “One Type Morphed” dataset. With this simulation engine we