Table 1. Model Parameters.
property | number of parameters | learning approach |
---|---|---|
core charge (qcore) | 5 (1 per element) | average MBIS values over training set |
valence width (s) | 445 (1 per basis atom) | sparse GPR to MBIS values |
electronegativity (χ) | 445 (1 per basis atom) | least squares of predicted MBIS charges |
width scaling factor (aQEq) | 1 | |
polarizability/volume ratio (kZ) | 5 (1 per element) | least squares of predicted molecular dipolar polarizability components |
Thole damping factor (aThole) | 1 |