Predicting new superconductors and their critical temperatures using unsupervised machine learning

B. Roter, S. V. Dordevic

We used the superconductors in the SuperCon database to construct element vectors and then perform unsupervised learning of their critical temperatures (T${}_c$). Only the chemical c…