Interpreting deep learning-based stellar mass estimation via causal analysis and mutual information decomposition

Wei Zhang, Qiufan Lin, Yuan-Sen Ting +4

End-to-end deep learning models fed with multi-band galaxy images are powerful data-driven tools used to estimate galaxy physical properties in the absence of spectroscopy. However…