Predictions of nuclear charge radii based on the convolutional neural network

In this study, we developed a neural network that incorporates a fully connected layer with a convolutional layer to predict the nuclear charge radii based on the relationships between four local nuclear charge radii. The convolutional neural network (CNN) combines the isospin and pairing effects to...

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Veröffentlicht in:	Nuclear science and techniques 2023-10, Vol.34 (10), p.83-90, Article 152
Hauptverfasser:	Cao, Ying-Yu, Guo, Jian-You, Zhou, Bo
Format:	Artikel
Sprache:	eng
Schlagworte:	Beam Physics Nuclear Energy Particle Acceleration and Detection Particle and Nuclear Physics Physics Physics and Astronomy
Online-Zugang:	Volltext
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