Source code for ml4chem.atomistic.features.cutoff

import numpy as np


[docs]class Cosine(object): """Cosine cutoff function Parameters ---------- cutoff : float The cutoff radius. """ def __init__(self, cutoff): self.cutoff = cutoff def __call__(self, rij): """Function to calculate Cosine cutoff function value Parameters ---------- rij : float Distance between two atoms. Returns ------- cutofffxn : float Value of the cutoff function. """ if rij > self.cutoff: cutofffxn = 0.0 else: cutofffxn = 0.5 * (np.cos(np.pi * rij / self.cutoff) + 1.0) return cutofffxn