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Sun Hye Kim
ORCID
Publication Activity (10 Years)
Years Active: 2020-2020
Publications (10 Years): 3
Top Topics
Machine Learning
Global Optimization Problems
Subset Selection
Data Driven
Top Venues
Comput. Chem. Eng.
Optim. Lett.
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Publications
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Sun Hye Kim
,
Fani Boukouvala
Machine learning-based surrogate modeling for data-driven optimization: a comparison of subset selection for regression techniques.
Optim. Lett.
14 (4) (2020)
Sun Hye Kim
,
Fani Boukouvala
Surrogate-based optimization for mixed-integer nonlinear problems.
Comput. Chem. Eng.
140 (2020)
Gordon Hüllen
,
Jianyuan Zhai
,
Sun Hye Kim
,
Anshuman Sinha
,
Matthew J. Realff
,
Fani Boukouvala
Managing uncertainty in data-driven simulation-based optimization.
Comput. Chem. Eng.
136 (2020)