Machine Learning-Driven High-Precision Model for $\alpha$-Decay Energy and Half-Life Prediction of superheavy nuclei

Qingning Yuan, Panpan Qi, Xuanpen Xiao +8

Based on Extreme Gradient Boosting (XGBoost) framework optimized via Bayesian hyperparameter tuning, we investigated the α-decay energy and half-life of superheavy nuclei. By incor…