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Machine Learning of Calabi-Yau Volumes

We employ machine learning techniques to investigate the volume minimum of Sasaki-Einstein base manifolds of noncompact toric Calabi-Yau three-folds. We find that the minimum volume can be approximated via a second-order multiple linear regression on standard topological quantities obtained from the...

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Detalles Bibliográficos
Autores principales: Krefl, Daniel, Seong, Rak-Kyeong
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1103/PhysRevD.96.066014
http://cds.cern.ch/record/2268926