Concepedia

Sun Hye Kim

SH

Statistics

Publications

4

Citations

287

H-Index

4

Active since

2019

Affiliations

Georgia Institute of Technology(Current)

Sun Hye Kim is an author at Georgia Institute of Technology specializing in optimization, data-driven optimization, and optimization modeling.

Publications per year

2019–2022

4

Publications

4

Machine learning-based surrogate modeling for data-driven optimization: a comparison of subset selection for regression techniques

Sun Hye Kim, Fani Boukouvala · Optimization Letters · 2019 · 120 citations · Full text

Computing, Data Science, Machine Learning +16

Surrogate-based optimization for mixed-integer nonlinear problems

Sun Hye Kim, Fani Boukouvala · Computers & Chemical Engineering · 2020 · 75 citations

Natural Sciences, Mathematics, Algorithms +12

Managing uncertainty in data-driven simulation-based optimization

Gordon Hüllen, Jianyuan Zhai, Sun Hye Kim et al. · Computers & Chemical Engineering · 2019 · 72 citations · Full text

Business, Data Science, Systems Engineering +12

Data-driven simultaneous process optimization and adsorbent selection for vacuum pressure swing adsorption

Sun Hye Kim, Héctor Octavio Rubiera Landa, Suryateja Ravutla et al. · Process Safety and Environmental Protection · 2022 · 20 citations · Full text

Engineering, Chemical Engineering, Environmental Engineering +16

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