The machine learning models the authors employed, according to Prof. Al-Khateeb, were mostly of the type of Gaussian Process Regression and ensemble tree models, which "demonstrated the highest ...

If this isn't the case, two different non-degenerate structures will be assigned the same energy in any machine learning scheme ... In the SOAP fingerprint, a Gaussian is centered on each atom ...