Abstract Neural networks (NNs) often assign high confidence to their predictions. even for points far out of distribution. making uncertainty quantification (UQ) a challenge. When they are employed to model interatomic potentials in materials systems. https://thebrickes.shop/product-category/recycle-appliance/