DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing Data. (arXiv:2205.00701v2 [astro-ph.IM] UPDATED)

Web: http://arxiv.org/abs/2205.00701

Gravitational lensing is the relativistic effect generated by massive bodies,
which bend the space-time surrounding them. It is a deeply investigated topic
in astrophysics and allows validating theoretical relativistic results and
studying faint astrophysical objects that would not be visible otherwise. In
recent years Machine Learning methods have been applied to support the analysis
of the gravitational lensing phenomena by detecting lensing effects in data
sets consisting of images associated with brightness variation time series.
However, the state-of-art approaches either …

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