DFT Accuracy on Crystal Structure Prediction with Machine Learning Interatomic Potentials

Laurence I. Midgley, Chen Lin, J. Harry Moore +8

We present an evaluation of CSP-MACE-Ã , a machine learning interatomic potential intended to replace DFT in crystal structure prediction (CSP). We decompose the total energy into…