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Sangjune Bae
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Year
A study on effect of lithium ion battery design variables upon features of thermal-runaway using mathematical model and simulation
CH Lee, SJ Bae, M Jang
Journal of Power Sources 293, 498-510, 2015
772015
An efficient variable screening method for effective surrogate models for reliability-based design optimization
H Cho, S Bae, KK Choi, D Lamb, RJ Yang
Structural and multidisciplinary optimization 50, 717-738, 2014
412014
Estimating effect of additional sample on uncertainty reduction in reliability analysis using Gaussian process
S Bae, C Park, NH Kim
Journal of Mechanical Design 142 (11), 111706, 2020
192020
Confidence interval of Bayesian network and global sensitivity analysis
S Bae, NH Kim, C Park, Z Kim
AIAA Journal 55 (11), 3916-3924, 2017
172017
Reliability-based design optimization under sampling uncertainty: shifting design versus shaping uncertainty
S Bae, NH Kim, S Jang
Structural and Multidisciplinary Optimization 57, 1845-1855, 2018
152018
Calibration of reactive burn and Jones-Wilkins-Lee parameters for simulations of a detonation-driven flow experiment with uncertainty quantification
J Garno, F Ouellet, S Bae, TL Jackson, NH Kim, R Haftka, KT Hughes, ...
Physical Review Fluids 5 (12), 123201, 2020
82020
System reliability-based design optimization under tradeoff between reduction of sampling uncertainty and design shift
S Bae, NH Kim, S Jang
Journal of Mechanical Design 141 (4), 041403, 2019
82019
An adaptive sampling strategy to minimize uncertainty in reliability analysis using Kriging surrogate model
S Bae, NH Kim
2018 AIAA Non-Deterministic Approaches Conference, 0434, 2018
52018
Rechargeable battery having a current distribution member
BAE Sang-June, SJ Yoon
US Patent 10,312,496, 2019
32019
Uncertainty quantification of reliability analysis under surrogate model uncertainty using Gaussian process
S Bae, C Park, NH Kim
International Design Engineering Technical Conferences and Computers and …, 2018
12018
Variable screening method using statistical sensitivity analysis in RBDO
S Bae
The University of Iowa, 2012
12012
Secondary battery
S Bae, Y Seokjoon, LEE Chanho
US Patent 10,938,056, 2021
2021
UQ-Driven Reactive Burn and EOS Parameterization, along with Particle Force Model Assessment for the Simulation of an Explosive Multiphase Experiment
J Garno, S Bae, F Ouellet, T Jackson, NH Kim, R Haftka, S Balachandar
Bulletin of the American Physical Society 65, 2020
2020
Estimation of Uncertainty Change of Reliability in Adaptive Sampling Under Prediction Uncertainty of Gaussian Process
S Bae, NH Kim
International Design Engineering Technical Conferences and Computers and …, 2019
2019
System Reliability: Uncertainty Quantification, Uncertainty Reduction and Application to Optimization
S Bae
University of Florida, 2019
2019
Management of Sampling Uncertainty Using Conservative Estimate of Probability in Bayesian Network
S Bae, NH Kim, S Jang
International Design Engineering Technical Conferences and Computers and …, 2017
2017
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