The Hubble Sequence at z ∼ 0 in the IllustrisTNG simulation with deep learning

The Hubble Sequence at z ∼ 0 in the IllustrisTNG simulation with deep learning

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© 2019 The Author(s). We analyse the optical morphologies of galaxies in the IllustrisTNG simulation at z ∼ 0 with a convolutional neural network trained on visual morphologies in the Sloan Digital Sky Survey. We generate mock SDSS images of a mass complete sample of ∼ 12 000 galaxies in the simulat...

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Bibliographic Details
Main Authors: Huertas-Company, Marc, Rodriguez-Gomez, Vicente, Nelson, Dylan, Pillepich, Annalisa, Bottrell, Connor, Bernardi, Mariangela, Domínguez-Sánchez, Helena, Genel, Shy, Pakmor, Ruediger, Snyder, Gregory F, Vogelsberger, Mark
Format: Article
Language:English
Published: Oxford University Press (OUP) 2021
Online Access:https://hdl.handle.net/1721.1/132540

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https://hdl.handle.net/1721.1/132540

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