7 papers
Physics-guided residual correction of -decay half-lives based on the effective liquid drop model
Qingning Yuan, Xuanpeng Xiao, Panpan Qi +5
To improve the prediction accuracy of -decay half-lives in heavy and superheavy nuclei, a physics-guided residual-correction framework combining the effective liquid drop model…
Systematic Study on the -particle preformation factor in the theory of -decay based on the Tabular Prior-data Fitted Network (TabPFN)
Panpan Qi, Xuanpeng Xiao, Gongming Yu +2
A hybrid approach combining the Tabular Prior-data Fitted Network (TabPFN) with the Coulomb and Proximity Potential Model (CPPM) is developed to investigate -particle preformat…
Machine Learning-Driven High-Precision Model for -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 inco…
Bayesian optimization and nonlocal effects method for decay of superheavy nuclei based on CPPM
Xuanpeng Xiao, Panpan Qi, Gongming Yu +2
We combine nonlocal effects with Bayesian Neural Network (BNN) methods to enhance the prediction accuracy of decay half-lives. The results indicate that accounting for nonloca…
Deterministic two-photon C-Z gate with the two-photon quantum Rabi model
Jia-Cheng Tang, Jin Zhao, Haitao Yang +5
We propose a scheme for realizing a deterministic two-photon C-Z gate based on variants of the two-photon quantum Rabi model (QRM), which is feasible within the framework of circui…
Systematic study of α-decay half-lives of superheavy nuclei based on Coulomb and proximity potential models with temperature effects
Panpan Qi, Xuanpeng Xiao, Gongming Yu +2
By employing the Coulomb proximity potential model (CPPM) in conjunction with 22 distinct proximity potential models, we investigated the temperature dependence and the effects of…