4 papers
Centrifugal-corrected harmonic oscillator model for spherical proton emitters
Xiao-Yan Zhu, Wei Gao, Jia Liu +3
In the present work, we propose an improved harmonic oscillator model to systematically evaluate the proton radioactivity half-lives in spherical nuclei, incorporating centrifugal…
Correlation between nuclear isospin asymmetry and -particle preformation probability for superheavy nuclei from a Bayesian inference
Xiao-Yan Zhu, Hao Zhang, Wei Gao +3
In the study of decay within the superheavy nuclear region ( and ), the -particle preformation probability serves as a crucial physical quant…
Extracting Transport Properties of Quark-Gluon Plasma from the Heavy-Quark Potential With Neural Networks in a Holographic Model
Wen-Chao Dai, Ou-Yang Luo, Bing Chen +3
Using Kolmogorov-Arnold Networks (KANs), we construct a holographic model informed by lattice QCD data. This neural network approach enables the derivation of an analytical solutio…
Bayesian neural network with autoencoder for model-based description of -particle preformation factor
Xiao-Yan Zhu, Heng-Jian Si-Tu, Hao Zhang +3
decay is an important probe for studying the structure of heavy and superheavy nuclei, in which the -particle preformation () is a key physical quantity for describi…