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Distinguishing Elliptic Fibrations with AI

We use the latest techniques in machine-learning to study whether from the landscape of Calabi-Yau manifolds one can distinguish elliptically fibred ones. Using the dataset of complete intersections in products of projective spaces (CICY3 and CICY4, totalling about a million manifolds) as a concrete...

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Detalles Bibliográficos
Autores principales: He, Yang-Hui, Lee, Seung-Joo
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:https://dx.doi.org/10.1016/j.physletb.2019.134889
http://cds.cern.ch/record/2672260

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