Approach the Gell-Mann-Okubo Formula with Machine Learning

نویسندگان

چکیده

Machine learning is a novel and powerful technology has been widely used in various science topics. We demonstrate machine-learning-based approach built by set of general metrics rules inspired physics. Taking advantages physical constraints, such as dimension identity, symmetry generalization, we succeed to the Gell-Mann–Okubo formula using technique symbolic regression. This can effectively find explicit solutions among user-defined observables, be extensively applied studying exotic hadron spectrum.

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ژورنال

عنوان ژورنال: Chinese Physics Letters

سال: 2022

ISSN: ['0256-307X', '1741-3540']

DOI: https://doi.org/10.1088/0256-307x/39/11/111201