Learning non-Higgsable gauge groups in 4D F-theory

We apply machine learning techniques to solve a specific classification problem in 4D F-theory. For a divisor D on a given complex threefold base, we want to read out the non-Higgsable gauge group on it using local geometric information near D. The input features are the triple intersection numbers...

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Bibliographic Details
Main Authors: Zhang, Zhibai, Wang, Yinan
Other Authors: Massachusetts Institute of Technology. Center for Theoretical Physics
Format: Article
Published: Springer Berlin Heidelberg 2018
Online Access:http://hdl.handle.net/1721.1/117358

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