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: Wang, Y, Zhang, Z
Format: Journal article
Published: Springer Verlag 2018