activity
20192026
most citedHow to use GP: Effects of the mean function and hyperparameter selection on Gaussian Process regression

72 citations · 136 across the 6 of their papers we have counts for

collaborators

6 papers

astro-ph.CO2026

A New Robust Constraint on the Self-interaction Cross-section of Dark Matter with Double Radio Relic Clusters

M. James Jee, Dongak Park, Wonki Lee

Merging galaxy clusters are a promising laboratory for measuring the self-interaction cross-section (SICS) of dark matter. However, previous studies have focused on galaxy-mass off…

astro-ph.CO2022★ 72 cited

How to use GP: Effects of the mean function and hyperparameter selection on Gaussian Process regression

Seung-gyu Hwang, Benjamin L'Huillier, Ryan E. Keeley +2

Gaussian processes have been widely used in cosmology to reconstruct cosmological quantities in a model-independent way. However, the validity of the adopted mean function and hype…

astro-ph.EP2019★ 17 cited

OGLE-2016-BLG-1227L: A Wide-separation Planet from a Very Short-timescale Microlensing Event

Cheongho Han, Andrzej Udalski, Andrew Gould +30

We present the analysis of the microlensing event OGLE-2016-BLG-1227. The light curve of this short-duration event appears to be a single-lens event affected by severe finite-sourc…

astro-ph.SR2019★ 12 cited

Candidate Brown-dwarf Microlensing Events with Very Short Timescales and Small Angular Einstein Radii

Cheongho Han, Chung-Uk Lee, Andrzej Udalski +62

Short-timescale microlensing events are likely to be produced by substellar brown dwarfs (BDs), but it is difficult to securely identify BD lenses based on only event timescales $t…

astro-ph.EP2019★ 32 cited

OGLE-2018-BLG-1700L: Microlensing Planet in Binary Stellar System

Cheongho Han, Chung-Uk Lee, Andrzej Udalski +58

We report the discovery of a planet in a binary that was discovered from the analysis of the microlensing event OGLE-2018-BLG-1700. We identify the triple nature of the lens from t…

astro-ph.SR2019★ 3 cited

OGLE-2016-BLG-0156: Microlensing Event With Pronounced Microlens-Parallax Effects Yielding Precise Lens Mass Measurement

Youn Kil Jung, Cheongho Han, Ian A. Bond +53

We analyze the gravitational binary-lensing event OGLE-2016-BLG-0156, for which the lensing light curve displays pronounced deviations induced by microlens-parallax effects. The li…