Simultaneous improvements of nuclear mass and charge radius predictions using multi-task Gaussian process approaches

Weihu Ye, Niu Wan

A multi-task Gaussian process (GP) machine learning model is introduced to simultaneously predict two important nuclear observables across the nuclear chart, namely nuclear masses…