Eunshin Byon

22 papers A 1Misc 3Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Simulation model calibration with dynamic stratification and adaptive sampling.
J. Simulation
Pranav Jain, Sara Shashaani, Eunshin Byon
2025 J jnl
Strata Design for Variance Reduction in Stochastic Simulation.
Technometrics
Jaeshin Park, Eunshin Byon, Young Myoung Ko, Sara Shashaani
2024 J jnl
Condition-Based Selective Maintenance Optimization for Large-Scale Systems Consisting of Many Homogeneous Units.
IEEE Trans. Reliab.
Euihwan Lee, Jaehyoung Ju, Eunshin Byon, Young Myoung Ko
2023 J jnl
Distributionally Robust Stratified Sampling for Stochastic Simulations with Multiple Uncertain Input Models.
CoRR
Seung Min Baik, Eunshin Byon, Young Myoung Ko
2023 Misc conf
Robust Importance Sampling for Stochastic Simulations with Uncertain Parametric Input Model.
WSC
Seung Min Baik, Young Myoung Ko, Eunshin Byon
2023 J jnl
Spatiotemporal Post-Calibration in a Numerical Weather Prediction Model for Quantifying Building Energy Consumption.
IEEE Trans Autom. Sci. Eng.
Youngchan Jang, Eunshin Byon, Soham Vanage, Kristen Cetin, David E. Jahn, William Gallus, Lance Manuel
2022 Misc conf
Robust Simulation Optimization with Stratification.
WSC
Pranav Jain, Eunshin Byon, Sara Shashaani
2021 J jnl
The Internet of Federated Things (IoFT).
IEEE Access
Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Jionghua Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhi-Sheng Ye
2021 J jnl
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning.
CoRR
Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Judy Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhisheng Ye
2021 J jnl
Uncertainty Quantification for Extreme Quantile Estimation With Stochastic Computer Models.
IEEE Trans. Reliab.
Qiyun Pan, Young Myoung Ko, Eunshin Byon
2018 J jnl
A Collaborative Learning Framework for Estimating Many Individualized Regression Models in a Heterogeneous Population.
IEEE Trans. Reliab.
Ying Lin, Kaibo Liu, Eunshin Byon, Xiaoning Qian, Shan Liu, Shuai Huang
2016 J jnl
Adaptive Learning in Time-Variant Processes With Application to Wind Power Systems.
IEEE Trans Autom. Sci. Eng.
Eunshin Byon, Youngjun Choe, Nattavut Yampikulsakul
2016 J jnl
Change-Point Detection on Solar Panel Performance Using Thresholded LASSO.
Qual. Reliab. Eng. Int.
Youngjun Choe, Weihong Guo, Eunshin Byon, Jionghua (Judy) Jin, Jingjing Li
2015 A conf
Domain-Knowledge Driven Cognitive Degradation Modeling for Alzheimer's Disease.
SDM
Ying Lin, Kaibo Liu, Eunshin Byon, Xiaoning Qian, Shuai Huang
2015 J jnl
Importance Sampling for Reliability Evaluation With Stochastic Simulation Models.
Technometrics
Youngjun Choe, Eunshin Byon, Nan Chen
2015 J jnl
Prioritizing regular demand while reserving capacity for emergency demand.
Eur. J. Oper. Res.
Xinxin Hu, Ying Li, Eunshin Byon, F. Barry Lawrence
2015 J jnl
Reliability Evaluation of Large-Scale Systems With Identical Units.
IEEE Trans. Reliab.
Young Myoung Ko, Eunshin Byon
2011 J jnl
Simulation of wind farm operations and maintenance using discrete event system specification.
Simul.
Eunshin Byon, Eduardo Pérez, Yu Ding, Lewis Ntaimo
2010 — conf
A stochastic DEVS wind turbine component model for wind farm simulation.
SpringSim
Eduardo Pérez, Lewis Ntaimo, Eunshin Byon, Yu Ding
2010 J jnl
Optimal Maintenance Strategies for Wind Turbine Systems Under Stochastic Weather Conditions.
IEEE Trans. Reliab.
Eunshin Byon, Lewis Ntaimo, Yu Ding
2008 — conf
Collaborative data reduction for energy efficient sensor networks.
CASE
Chiwoo Park, Yu Ding, Eunshin Byon
2007 Misc conf
Dynamic Data-Driven Fault Diagnosis of Wind Turbine Systems.
International Conference on Computational Science (1)
Yu Ding, Eunshin Byon, Chiwoo Park, Jiong Tang, Yi Lu, Xin Wang