Machine Learning, Lattice Structures, Graph Neural Networks, Architecture, Geometry.
dataset with 2K random samples per lattice topology. By the standards of contemporary deep learning, even this enlarged dataset is not particularly large. Application to Design We consider the application to design geometries consisting of volumes filled with lattices that are being modified