Nuclear mass predictions based on Bayesian neural network approach with pairing and shell effects

Z. M. Niu, H. Z. Liang

Bayesian neural network (BNN) approach is employed to improve the nuclear mass predictions of various models. It is found that the noise error in the likelihood function plays an i…