Deep learning predictions of galaxy merger stage and the importance of observational realism

C Bottrell, MH Hani, H Teimoorinia… - Monthly Notices of …, 2019 - academic.oup.com
Machine learning is becoming a popular tool to quantify galaxy morphologies and identify
mergers. However, this technique relies on using an appropriate set of training data to be …

Deep learning predictions of galaxy merger stage and the importance of observational realism

C Bottrell, MH Hani, H Teimoorinia… - Monthly Notices of …, 2019 - academic.oup.com
Machine learning is becoming a popular tool to quantify galaxy morphologies and identify
mergers. However, this technique relies on using an appropriate set of training data to be …

Deep learning predictions of galaxy merger stage and the importance of observational realism

C Bottrell, MH Hani, H Teimoorinia, SL Ellison… - Monthly Notices of the …, 2019 - par.nsf.gov
Machine learning is becoming a popular tool to quantify galaxy morphologies and identify
mergers. However, this technique relies on using an appropriate set of training data to be …

[PDF][PDF] Deep learning predictions of galaxy merger stage and the importance of observational realism

C Bottrell, MH Hani, H Teimoorinia, SL Ellison… - 2019 - core.ac.uk
Machine learning is becoming a popular tool to quantify galaxy morphologies and identify
mergers. However, this technique relies on using an appropriate set of training data to be …

[PDF][PDF] Deep learning predictions of galaxy merger stage and the importance of observational realism

C Bottrell, MH Hani, H Teimoorinia, SL Ellison… - 2019 - authors.library.caltech.edu
Machine learning is becoming a popular tool to quantify galaxy morphologies and identify
mergers. However, this technique relies on using an appropriate set of training data to be …

Deep learning predictions of galaxy merger stage and the importance of observational realism

C Bottrell, MH Hani, H Teimoorinia… - Monthly Notices of …, 2019 - ui.adsabs.harvard.edu
Abstract Machine learning is becoming a popular tool to quantify galaxy morphologies and
identify mergers. However, this technique relies on using an appropriate set of training data …

Deep learning predictions of galaxy merger stage and the importance of observational realism

C Bottrell, MH Hani, H Teimoorinia, SL Ellison… - arXiv preprint arXiv …, 2019 - arxiv.org
Machine learning is becoming a popular tool to quantify galaxy morphologies and identify
mergers. However, this technique relies on using an appropriate set of training data to be …

Deep learning predictions of galaxy merger stage and the importance of observational realism

C Bottrell, MH Hani, H Teimoorinia, SL Ellison… - Monthly Notices of the …, 2019 - cir.nii.ac.jp
抄録< jats: title> ABSTRACT</jats: title>< jats: p> Machine learning is becoming a popular
tool to quantify galaxy morphologies and identify mergers. However, this technique relies on …

[PDF][PDF] Deep learning predictions of galaxy merger stage and the importance of observational realism

C Bottrell, MH Hani, H Teimoorinia, SL Ellison… - 2019 - authors.library.caltech.edu
Machine learning is becoming a popular tool to quantify galaxy morphologies and identify
mergers. However, this technique relies on using an appropriate set of training data to be …