A Deep Learning Approach to Galaxy Cluster X-Ray Masses

A Deep Learning Approach to Galaxy Cluster X-Ray Masses

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© 2019. The American Astronomical Society. All rights reserved. We present a machine-learning (ML) approach for estimating galaxy cluster masses from Chandra mock images. We utilize a Convolutional Neural Network (CNN), a deep ML tool commonly used in image recognition tasks. The CNN is trained and...

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Bibliographic Details
Main Authors: Ntampaka, M, ZuHone, J, Eisenstein, D, Nagai, D, Vikhlinin, A, Hernquist, L, Marinacci, F, Nelson, D, Pakmor, R, Pillepich, A, Torrey, P, Vogelsberger, M
Format: Article
Language:English
Published: American Astronomical Society 2021
Online Access:https://hdl.handle.net/1721.1/132526

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https://hdl.handle.net/1721.1/132526

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