This model is a MEGNet formation energy model for 89 elements of the periodic table. It contains the formation
energy for most materials. This is essentially a retrained version of the MEGNet formation energy model
originally implemented in tensorflow.
MP-2018.6.1: Materials Project formation energy as of 2018.6.1.
MAE of formation energy in eV/atom.
1Chen, C.; Ye, W.; Zuo, Y.; Zheng, C.; Ong, S. P. Graph Networks as a Universal Machine Learning Framework for
2Molecules and Crystals. Chem. Mater. 2019, 31 (9), 3564–3572. https://doi.org/10.1021/acs.chemmater.9b01294.