Garnet Neural Network

This application uses a deep neural network to predict the stability of garnet crystals, as described in Ye, W.; Chen, C.; Wang, Z.; Chu, I.-H.; Ong, S. P. Deep neural networks for accurate predictions of crystal stability. Nat. Commun. 2018, 9 (1), 3800 DOI: 10.1038/s41467-018-06322-x.


Enter species in the C (24c), A (16a) and D (24d) sites of the prototypical C3A2D3O12 garnet crystal.

Only 2:1 mixing is allowed in the C and D sites, and 1:1 mixing is allowed in the A sites.