Semi-supervised teacher-student deep neural network for materials discovery

1 code implementation • 12 Dec 2021 • Daniel Gleaves, Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Nihang Fu, Jianjun Hu

For synthesizability prediction, our model significantly increases the baseline PU learning's true positive rate from 87. 9\% to 97. 9\% using 1/49 model parameters.

Formation Energy regression