Autoencoder-driven clustering of intersecting D-brane models via tadpole charge

Abstract We study the well-known type IIA intersecting D-brane models on the T 6 / ℤ 2 × ℤ 2 ′ $$ {T}^6/\left({\mathbb{Z}}_2\times {\mathbb{Z}}_2^{\prime}\right) $$ orientifold via a machine-learning approach. We apply several autoencoder models with and without positional encoding to D6-brane confi...

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Bibliographic Details
Main Authors: Keiya Ishiguro, Satsuki Nishimura, Hajime Otsuka
Format: Article
Language:English
Published: SpringerOpen 2024-08-01
Series:Journal of High Energy Physics
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Online Access:https://doi.org/10.1007/JHEP08(2024)133
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