GANs for generating EFT models

We initiate a way of generating effective field theories (EFT) models by the computer, satisfying both experimental and theoretical constraints. We use Generative Adversarial Networks (GAN) and display generated instances which go beyond the examples known to the machine during training. As a starti...

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Bibliographic Details
Main Authors: Harold Erbin, Sven Krippendorf
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:Physics Letters B
Online Access:http://www.sciencedirect.com/science/article/pii/S0370269320306018