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...

Полное описание

Библиографические подробности
Главные авторы: Yang-Hui He, Seung-Joo Lee
Формат: Статья
Язык:English
Опубликовано: Elsevier 2019-11-01
Серии:Physics Letters B
Online-ссылка:http://www.sciencedirect.com/science/article/pii/S0370269319306033