Global sensitivity analysis with limited data via sparsity-promoting D-MORPH regression: Application to char combustion

Dongjin Lee, Elle Lavichant, Boris Kramer

Journal of Computational Physics, vol. 511, 2024, p. 113116

Generalized polynomial chaos expansion by reanalysis using static condensation based on substructuring

Dongjin Lee, Seongmin Chang, Jaehun Lee

Applied Mathematics and Mechanics, vol. 45, 2024

An approximate control variates approach to multifidelity distribution estimation

Ruijian Han, Boris Kramer, Dongjin Lee, Akil Narayan, Yiming Xu

SIAM/ASA Journal on Uncertainty Quantification, vol. 12(4), 2024

Bi-fidelity conditional-value-at-risk estimation by dimensionally decomposed generalized polynomial chaos expansion

Dongjin Lee, Boris Kramer

Structural and Multidisciplinary Optimization, vol. 66(2), 2023, p. 33

Multifidelity conditional value-at-risk estimation by dimensionally decomposed generalized polynomial chaos-Kriging

Dongjin Lee, Boris Kramer

Reliability Engineering and System Safety, vol. 235, 2023, p. 109208

High-dimensional stochastic design optimization under dependent random variables by a dimensionally decomposed generalized polynomial chaos expansion

Dongjin Lee, Sharif Rahman

International Journal for Uncertainty Quantification, vol. 13(4), 2023, pp. 23-59

Robust design optimization by spline dimensional decomposition

Dongjin Lee, Ramin Jahanbin, Sharif Rahman

Probabilistic Engineering Mechanics, vol. 68, 2022

Reliability-based design optimization under dependent random variables by a generalized polynomial chaos expansion

Dongjin Lee, Sharif Rahman

Structural and Multidisciplinary Optimization, vol. 65(21), 2022

Robust design optimization under dependent random variables by a generalized polynomial chaos expansion

Dongjin Lee, Sharif Rahman

Structural and Multidisciplinary Optimization, vol. 61(2), 2021, pp. 2425–2457

Practical uncertainty quantification analysis involving statistically dependent random variables

Dongjin Lee, Sharif Rahman

Applied Mathematical Modelling, vol. 84, 2020, pp. 324–356

Stochastic optimization for design under uncertainty with dependent random variables

Dongjin Lee

ProQuest Dissertations and Theses, The University of Iowa, 2021, p. 359

A Parametric Study of Submarining for Obese Female Passengers using Morphed Human Body Models

Dongjin Lee, Inju Lee, Sungrae Kim, Taewung Kim, Greg Shaw, others

IRCOBI Conference Proceedings, 2016