I am trying to featurize materials based on a material’s electronic density of states. It seems that there are already classes developed for this in matminer in matminer.featurizers.dos.
I want to use SiteDOS, DOSFeaturizer, DopingFermi, Hybridization and DosAsymmetry. It seems that to featurize the materials for example in DOSFeaturizer you need to have the structure data as shown in matminer/si_dos.json at 7f8520b97175db3c4fc6afe055cee664ebd77238 · hackingmaterials/matminer · GitHub
Can anyone please tell me how to generate this si_dos.json file ?
Do you need a software like vasp or can you get this from the density of states graph as shown in materialsproject website ?. If this is from the materials project can anyone guide me for the code ?
Also I would like to know how nb3sn_dos.json, si_bandstructure_line.json, si_structure.json, si_bandstructure_uniform.json in matminer/matminer/featurizers/tests at main · hackingmaterials/matminer · GitHub
files were generated as well.
Thank you.