Robust Multivariate Regression on Riemannian Manifolds. - Sangyul Lee; Hee-Seok Oh (DSAA, 2020)

Deep neural network model with Bayesian hyperparameter optimization for prediction of NOx at transient conditions in a diesel engine. - Seunghyup Shin; Youngbok Lee; Minjae Kim; Jihwan Park; Sangyul Lee; Kyoungdoug Min (Eng. Appl. Artif. Intell., 2020)

Designing a steady-state experimental dataset for predicting transient NOx emissions of diesel engines via deep learning. - Seunghyup Shin; Youngbok Lee; Yongjoo Lee; Jihwan Park; Minjae Kim; Sangyul Lee; Kyoungdoug Min (Expert Syst. Appl., 2022)

Task Transfer Learning for Prediction of Transient Nitrogen Oxides, Soot, and Total Hydrocarbon Emissions of a Diesel Engine. - Seunghyup Shin; Minjae Kim; Jihwan Park; Sangyul Lee; Kyoungdoug Min (IEEE Access, 2023)