Our implementation reveals that when filters are used to convey interaction shapes rather than merely smearing densities, the grid size must be smaller than half of the smallest characteristic distance, such as the width of the narrowest Gaussian filter. This requirement can increase computational costs, particularly when modeling strong repulsive interactions.