Publications



Preprints


An approximate control variates approach to multifidelity distribution estimation


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

2023



Journal articles in review



Peer-reviewed journal articles


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



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



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



Dissertation


Stochastic optimization for design under uncertainty with dependent random variables


Dongjin Lee

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



Conference paper


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


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