Dongjin Lee, PhD


A researcher specializing in uncertainty quantification and computation methods for multidisciplinary applications

Publications



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


Journal articles in review



Dissertation


Stochastic optimization for design under uncertainty with dependent random variables


Dongjin Lee


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

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