We use spherical linear interpolation (SLERP ) method to sample points from our latent space in order to discover new materials. This is a sound way to interpolate between two n-dimensional vectors, Where, µ is the weight assigned to q2, (1-µ) is the weight for q1 and θ is the angle between q1 and q2.