4 citations · 7 across the 3 of their papers we have counts for
3 papers
physics.ao-ph2023★ 1 cited
Prediction of Tropical Pacific Rain Rates with Over-parameterized Neural Networks
Hojun You, Jiayi Wang, Raymond K. W. Wong +3
The prediction of tropical rain rates from atmospheric profiles poses significant challenges, mainly due to the heavy-tailed distribution exhibited by tropical rainfall. This study…
stat.ME2022★ 2 cited
Regularized Nonlinear Regression with Dependent Errors and its Application to a Biomechanical Model
Hojun You, Kyubaek Yoon, Wei-Ying Wu +2
A biomechanical model often requires parameter estimation and selection in a known but complicated nonlinear function. Motivated by observing that data from a head-neck position tr…
stat.ME2021★ 4 cited
Regularized Nonlinear Regression for Simultaneously Selecting and Estimating Key Model Parameters
Kyubaek Yoon, Hojun You, Wei-Ying Wu +8
In system identification, estimating parameters of a model using limited observations results in poor identifiability. To cope with this issue, we propose a new method to simultane…