Machine-learning the classification of spacetimes

On the long-established classification problems in general relativity we take a novel perspective by adopting fruitful techniques from machine learning and modern data-science. In particular, we model Petrov's classification of spacetimes, and show that a feed-forward neural network can achieve...

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Bibliographic Details
Main Authors: Yang-Hui He, Juan Manuel Pérez Ipiña
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Physics Letters B
Online Access:http://www.sciencedirect.com/science/article/pii/S0370269322003471