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nucl-th2023
Non-empirical shape dynamics of heavy nuclei with multi-task deep learning
N. Hizawa, K. Hagino
A microscopic description of nuclear fission represents one of the most challenging problems in nuclear theory. While phenomenological coordinates, such as multipole moments, have…
nucl-th2023
Analysis of a Skyrme energy density functional with deep learning
N. Hizawa, K. Hagino, K. Yoshida
Over the past decade, machine learning has been successfully applied in various fields of science. In this study, we employ a deep learning method to analyze a Skyrme energy densit…