The Cosmic Evolution of Galaxy Structure and Morphology at 0.5 < z < 8

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The Cosmic Evolution of Galaxy Structure and Morphology at 0.5 < z < 8

This thesis is prepared in two parts. In the first half (Chapter 2 and Chapter 3) we discuss the evolution of galaxy mergers at 0.5 < z < 3.0 in all the CANDELS fields based on a supervised deep learning model trained on the IllustrisTNG cosmological simulations. The second half is dedicated t...

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Bibliographic Details
Main Author:	Ferreira, Leonardo
Format:	Thesis (University of Nottingham only)
Language:	English
Published:	2023
Subjects:	galaxies galaxy mergers deep learning machine learning
Online Access:	https://eprints.nottingham.ac.uk/73395/

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