Machine Learning, Lattice Structures, Graph Neural Networks, Architecture, Geometry.
processed over 100K lattices in a number of different datasets including: The “All Lattices” dataset consists of approximately 6K different combinatorial lattice types (e.g. 6K non-isomorphic graphs), each with 4 different different geometric realizations (e.g. embeddings in 3-space) of the nodes,