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Table 2 Atom features used in the 2023 model

From: NMR shift prediction from small data quantities

Feature

Description [unit] (type)

Atomic number

One hot encoded [all atoms in dataset] (array[bool])

Atomic radius

Slater data from Mendeleev library [pm] (int)

Neutrons

Number of neutrons [–] (int)

Electronegativity

Pauling scale [–] (float)

Electron affinity

Value from Mendeleev library [eV] (float)