Band structure Binary alloys Charge density Charge density wave state Charge density waves Charge-density-waves Chemical substitution Crystal structure Crystals structures Data-driven model Deep neural networks Diffraction patterns Energy gap Fermi level Genes Hole-doping Interferometry Learning algorithms Learning models Machine learning algorithms Material compositions Materials properties Neural network model Nonmonotonic Property classification Property predictions Saddle point Statistical Physics Stereochemistry Structural knowledge