Machine Learning, Lattice Structures, Graph Neural Networks, Architecture, Geometry.
lattice unit cell. Results When we applied the graph neural network to the lattice data, we did not see satisfactory results for the “All Lattices” dataset. While the model did perform slightly better than the dummy regressor, it did not learn enough to applicable as a predictive model. This is