9 citations · 11 across the 4 of their papers we have counts for
4 papers
Bayesian Model Calibration and Sensitivity Analysis for Oscillating Biological Experiments
Youngdeok Hwang, Hang J. Kim, Won Chang +2
Understanding the oscillating behaviors that govern organisms' internal biological processes requires interdisciplinary efforts combining both biological and computer experiments,…
A clustered Gaussian process model for computer experiments
Chih-Li Sung, Benjamin Haaland, Youngdeok Hwang +1
A Gaussian process has been one of the important approaches for emulating computer simulations. However, the stationarity assumption for a Gaussian process and the intractability f…
Synthesizing simulation and field data of solar irradiance
Furong Sun, Robert B. Gramacy, Benjamin Haaland +2
Predicting the intensity and amount of sunlight as a function of location and time is an essential component in identifying promising locations for economical solar farming. Althou…
Development of hp-inverse model by using generalized polynomial chaos
Kyongmin Yeo, Youngdeok Hwang, Xiao Liu +1
We present a hp-inverse model to estimate a smooth, non-negative source function from a limited number of observations for a two-dimensional linear source inversion problem. A stan…