Deep Learning, Materials Science, Metric Learning, Data Science, Editors Pick.
names like LiTaO3 are converted into numerical int labels. The correspondence between the numerical label and human-interpretable crystal name is summarised in material_labels.csv. Deep Metric Learning Model (1D-RegNet + AdaCos) First, download net1d.py from this repository. Then, execute the