Machine Learning, Lattice Structures, Graph Neural Networks, Architecture, Geometry.
geometry (one of my favourite papers on this topic is Panetta et al., 2015, which we draw on to generate our lattice data). However, the material properties of these lattices are typically assessed through a finite element simulation, which can be costly and time-consuming. The question motivating