Black-Box Uncertainty Estimation for Deep Learning Models in Atomistic Simulations

Idan Fonea, Amir Peles, Sivan Niv +2

We analyze an ensemble-based approach for uncertainty quantification (UQ) in atomistic neural networks. This method generates an epistemic uncertainty signal without requiring chan…