Machine Learning, Lattice Structures, Graph Neural Networks, Architecture, Geometry.
our recent research was: Can we use machine learning to create a model that will predict lattice performance from lattice geometry? Lattice Data & Learning Framework The first challenge in this project is that lattice data is complex and multi-faceted. It involves both combinatorial (how many edges