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nucl-th2024
The Hidden Variables: Harnessing Half-Shell Potentials for Enhanced Precision in Nuclear Reaction Calculations
Hao Liu, Jin Lei, Zhongzhou Ren
We explore the impact of half-shell components on nuclear reaction calculations, focusing on nonelastic breakup cross sections within the Ichimura-Austern-Vincent (IAV) model. By a…
nucl-th2024★ 14 cited
Kolmogorov-Arnold networks in nuclear binding energy prediction
Hao Liu, Jin Lei, Zhongzhou Ren
This study explores the application of Kolmogorov-Arnold networks (KANs) in predicting nuclear binding energies, leveraging their ability to decompose complex multiparameter system…