Deep learning on nuclear mass and $\alpha$ decay half-lives

Chen-Qi Li, Chao-Nan Tong, Hong-Jing Du +1

Ab-initio calculations of nuclear masses, the binding energy and the $\alpha$ decay half-lives are intractable for heavy nucleus, because of the curse of dimensionality in many body qua…