A Deep Learning Approach to Galaxy Cluster X-Ray Masses

© 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...

全面介绍

书目详细资料
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
格式: 文件
语言:English
出版: American Astronomical Society 2021
在线阅读:https://hdl.handle.net/1721.1/132526