This repository is meant to be a compilation of papers published with the applications of machine learning in galaxy evolution. The following lists are not exhaustive.
| Title | Year | ADS link |
|---|---|---|
| ANNz: estimating photometric redshifts using artificial neural networks | 2004 | https://ui.adsabs.harvard.edu/abs/2004PASP..116..345C/abstract |
| Estimating Photometric Redshifts Using Support Vector Machines | 2005 | https://ui.adsabs.harvard.edu/abs/2005PASP..117...79W/abstract |
| Title | Year | ADS link |
|---|---|---|
| Convolutional Neural Networks for Spectroscopic Redshift Estimation on Euclid Data | 2018 | https://ui.adsabs.harvard.edu/abs/2018arXiv180909622S/abstract |
| Spectroscopic and Photometric Redshift Estimation by Neural Networks For the China Space Station Optical Survey (CSS-OS) | 2021 | https://ui.adsabs.harvard.edu/abs/2021arXiv210102532Z/abstract |