24 citations · 67 across the 4 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
astro-ph.IM2021★ 12 cited
Estimation of Photometric Redshifts. I. Machine Learning Inference for Pan-STARRS1 Galaxies Using Neural Networks
Joongoo Lee, Min-Su Shin
We present a new machine learning model for estimating photometric redshifts with improved accuracy for galaxies in Pan-STARRS1 data release 1. Depending on the estimation range of…
astro-ph.IM2021★ 17 cited
Deep Learning Model on Gravitational Waveforms in Merging and Ringdown Phases of Binary Black Hole Coalescences
Joongoo Lee, Sang Hoon Oh, Kyungmin Kim +4
The waveform templates of the matched filtering-based gravitational-wave search ought to cover wide range of parameters for the prosperous detection. Numerical relativity (NR) has…