Dongjin Lee, PhD
Research areas: uncertainty quantification and stochastic design optimization
Dongjin Lee, PhD
Research areas: uncertainty quantification and stochastic design optimization
+1-319-471-5240
Mechanical and Aerospace Engineering
University of California San Diego
About
In 2021, I obtained a PhD in Mechanical Engineering from the University of Iowa, where I was supervised by Dr. Sharif Rahman. For my thesis, I developed robust algorithms for stochastic optimization under uncertainty with dependent random variables. From 2013 to 2017, I worked as a research engineer at Hyundai Motor Company in South Korea. I received an MS in Multiscale Mechanical Design from Seoul National University in 2013 and a BS in Mechanical Engineering from Yonsei University in 2011.
News
News
I attended the USACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling (UQ-MLIP) and presented my poster on "A Bi-Fidelity Method for Coherent Risk Assessment of Non-Linear Systems Under Dependent and Hi...
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Publications
Dongjin Lee, Boris Kramer
Structural and Multidisciplinary Optimization (Accepted) , 2023
Dongjin Lee, Sharif Rahman
International Journal for Uncertainty Quantification (Accepted), 2023
Dongjin Lee, Boris Kramer
Submitted, 2022
Robust Design Optimization by Spline Dimensional Decomposition
Dongjin Lee, Ramin Jahanbin, Sharif Rahman
Probabilistic Engineering Mechanics, vol. 68, 2022
Dongjin Lee, Seongmin Chang, Jaehun Lee
Submitted, 2022
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