SO(8) supergravity and the magic of machine learning

SO(8) supergravity and the magic of machine learning

Abstract Using de Wit-Nicolai D = 4 N $$ \mathcal{N} $$ = 8 SO(8) supergravity as an example, we show how modern Machine Learning software libraries such as Google’s TensorFlow can be employed to greatly simplify the analysis of high-dimensional scalar sectors of some M-Theory compactifications. We...

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Bibliographic Details
Main Authors: Iulia M. Comsa, Moritz Firsching, Thomas Fischbacher
Format: Article
Language:English
Published: SpringerOpen 2019-08-01
Series:Journal of High Energy Physics
Subjects:
Supergravity Models
Supersymmetry Breaking
AdS-CFT Correspondence
M-Theory
Online Access:http://link.springer.com/article/10.1007/JHEP08(2019)057

Internet

http://link.springer.com/article/10.1007/JHEP08(2019)057

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