Analysis of black hole solutions in parabolic class using neural networks

Abstract In this paper, we introduce a numerical method based on Artificial Neural Networks (ANNs) for the analysis of black hole solutions to the Einstein-axion-dilaton system in a high dimensional parabolic class. Leveraging a profile root-finding technique based on General Relativity we describe...

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Bibliographic Details
Main Authors: Ehsan Hatefi, Armin Hatefi, Roberto J. López-Sastre
Format: Article
Language:English
Published: SpringerOpen 2023-07-01
Series:European Physical Journal C: Particles and Fields
Online Access:https://doi.org/10.1140/epjc/s10052-023-11781-8

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