Quiver mutations, Seiberg duality, and machine learning

We initiate the study of applications of machine learning to Seiberg duality, focusing on the case of quiver gauge theories, a problem also of interest in mathematics in the context of cluster algebras. Within the general theme of Seiberg duality, we define and explore a variety of interesting quest...

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Veröffentlicht in:	Physical review. D 2020-10, Vol.102 (8), Article 086013
Hauptverfasser:	Bao, Jiakang, Franco, Sebastián, He, Yang-Hui, Hirst, Edward, Musiker, Gregg, Xiao, Yan
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Gauge theory Machine learning Mathematical analysis Mutation Questions
Online-Zugang:	Volltext
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