Can I read Machine-Learning the Classification of Spacetimes on EtoBox?

Machine-Learning the Classification of Spacetimes by He, Yang-Hui; Ipiña, Juan Manuel Pérez is a scholarly article available to read on EtoBox.

What is Machine-Learning the Classification of Spacetimes about?

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 high degree of success. We also show how data visualization techniques with dimensionality reduction can help analyze the underlying patterns in the structure of the different types of spacetimes.

Author

He, Yang-Hui; Ipiña, Juan Manuel Pérez

Published

2022

Language

EN