Importance of physical information on the prediction of heavy-ion fusion cross section with machine learning

Zhilong Li, Zepeng Gao, Ling Liu +3

In this work, the Light Gradient Boosting Machine (LightGBM), which is a modern decision tree based machine-learning algorithm, is used to study the fusion cross section (CS) of he…