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