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Sangyul Lee

Observed name: Lee, Sangyul
Institution: Hansung University
ORCID: 0000-0002-0230-6164
Observed ORCID: 0000-0002-0230-6164
OpenAlex ID: A5083055646
Methods for in-cylinder EGR stratification and its effects on combustion and emission characteristics in a diesel engine
2011 · Seungmok Choi, Wonah Park, et al. · Energy · 65
Bowl Shape Design Optimization for Engine-Out PM Reduction in Heavy Duty Diesel Engine
2015 · Jongyoon Lee, Sangyul Lee, et al. · SAE technical papers on CD-ROM/SAE technical paper series · 36
Predicting transient diesel engine NO x emissions using time-series data preprocessing with deep-learning models
2021 · Seunghyup Shin, Youngbok Lee, et al. · Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering · 28
Designing a steady-state experimental dataset for predicting transient NOx emissions of diesel engines via deep learning
2022 · Seunghyup Shin, Youngbok Lee, et al. · Expert Systems with Applications · 26
Prediction of engine NOx for virtual sensor using deep neural network and genetic algorithm
2021 · Jongmyung Kim, Jihwan Park, et al. · Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles · 24
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Combustion Modeling of Split Injection in HSDI Diesel Engines
2010 · Jaeman Lim, Sangyul Lee, et al. · Combustion Science and Technology · 21
Comparative Study on the Prediction of City Bus Speed Between LSTM and GRU
2022 · Giyeon Hwang, Yeongha Hwang, et al. · International Journal of Automotive Technology · 16
EGR Prediction of Diesel Engines in Steady-State Conditions Using Deep Learning Method
2020 · Sangyul Lee, Yongjoo Lee, et al. · International Journal of Automotive Technology · 15
Development of a Light and Accurate Nox Prediction Model for Diesel Engines Using Machine Learning and Xai Methods
2023 · Jeong Jun Park, Sangyul Lee, et al. · International Journal of Automotive Technology · 14
Task Transfer Learning for Prediction of Transient Nitrogen Oxides, Soot, and Total Hydrocarbon Emissions of a Diesel Engine
2023 · Seunghyup Shin, Minjae Kim, et al. · IEEE Access · 10
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Fundamental Study on the Chemical Ignition Delay Time of Diesel Surrogate Components
2013 · Gyujin Kim, Sangyul Lee, et al. · Transactions of Korean Society of Automotive Engineers · 10
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Proposal of a methodology for designing engine operating variables using predicted NOx emissions based on deep neural networks
2021 · Sangyul Lee, Yongjoo Lee, et al. · Journal of Mechanical Science and Technology · 8
The Effects of Injection Timing and Piston Bowl Shape on PHCCI Combustion with Split injections
2010 · Sangyul Lee, Hoimyoung Choi, et al. · SAE technical papers on CD-ROM/SAE technical paper series · 8
Comparison of the effects of multiple injection strategy on the emissions between moderate and heavy EGR rate conditions: part 2-post injections
2013 · Hoimyung Choi, Jeongwoo Lee, et al. · Journal of Mechanical Science and Technology · 7
3-D Simulation of the combustion process for di-methyl ether-fueled diesel engine
2010 · Jaeman Lim, Yongrae Kim, et al. · Journal of Mechanical Science and Technology · 7
Energy Management Optimization of Series Hybrid Electric Bus Using an Ultra-Capacitor and Novel Efficiency Improvement Factors
2020 · Giyeon Hwang, Kyungmin Lee, et al. · Sustainability · 6
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Knock Onset Determination with 1D CNN Using Random Search Hyperparameter Optimization and Data Augmentation in SI Engine
2023 · Jihwan Park, Seunghyup Shin, et al. · International Journal of Automotive Technology · 5
Optimal Energy Distribution of Multi-Energy Sources in Fuel-Cell Electric Bus Using Long Short-Term Memory
2023 · Giyeon Hwang, Seunghyup Shin, et al. · International Journal of Automotive Technology · 4
Improvement of Knock Onset Determination Based on Supervised Deep Learning Using Data Filtering
2021 · Jihwan Park, Sangyul Lee, et al. · SAE technical papers on CD-ROM/SAE technical paper series · 2
Development of a Hand-operated Wearable Mouse for Virtual Reality
2023 · Moonyoung Yim, Dong-In Han, et al. · Journal of Institute of Control Robotics and Systems · 1
Robust Multivariate Regression on Riemannian Manifolds
2020 · Sangyul Lee, Hee-Seok Oh · IEEE International Conference on Data Science and Advanced Analytics (DSAA) · 1
Limits of calibrating a synthetic X-ray CT degradation model by matching unlabelled image statistics: code, records and image data
2026 · Rew, Keunho, Chung, Janghoon, et al. · Zenodo (CERN European Organization for Nuclear Research)
Code and derived data for "Stage-Wise Noise Prediction Using Flat-Field Noise Models in High-Magnification Industrial Cone-Beam CT: Prediction Errors and Additional Inputs"
2026 · Rew, Keunho, Chung, Janghoon, et al. · Zenodo (CERN European Organization for Nuclear Research)
Structural Wall Recovery and Calibration-based Indoor Area Estimation From Multi-height 2D LiDAR Occupancy Maps
2026 · Seunghoon Choi, Sangyul Lee · Journal of Institute of Control Robotics and Systems
A Physics-Based Simulation Framework for Robust Deep Learning-Based HBM Defect Detection
2026 · Jonghyun Lee, Taewon Lee, et al. · IEEE Access
Works count: 27
Citation count: 314
H-index: 10
I10-index: 11
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