Research output per year
Research output per year
Personal profile
Education
(2019/05) Ph.D., Industrial Systems Engineering | The Ohio State University, Columbus, OH, USA
(2013/02) M.S., Industrial and Management Engineering | Pohang University of Science and Technology, Pohang, South Korea
(2011/02) B.S., Industrial Engineering | Hanyang University, Seoul, South Korea
(2019/05) 박사, 산업시스템공학 | 오하이오 주립대학교, 콜럼버스, 오하이오 주, 미국
(2013/02) 석사, 산업경영공학 | 포항공과대학교, 포항, 대한민국
(2011/02) 학사, 산업공학 | 한양대학교, 서울, 대한민국
Professional Experience
(2024/03 ~ Present) Assistant Professor | Sungkyunkwan University, Suwon, South Korea
(2023/03 ~ 2024/02) Assistant Professor | Hongik University, Seoul, South Korea
(2022/05 ~ 2023/02) Data Scientist | Walmart, San Francisco, CA, United States
(2021/06 ~ 2022/05) Data Scientist | Teikametrics, Seattle, WA, United States
(2019/05 ~ 2021/05) Postdoctoral Researcher | Lawrence Berkeley National Laboratory, Berkeley, CA, United States
(2013/01 ~ 2013/06) Staff | Hyundai Mobis, Seoul, South Korea
(2007/02 ~ 2009/01) Military Service | Republic of Korea Army, Anyang, South Korea and Erbil, Iraq
(2024/03 ~ Present) 조교수 | 성균관대학교, 수원, 대한민국
(2023/03 ~ 2024/02) 조교수 | 홍익대학교, 서울, 대한민국
(2022/05 ~ 2023/02) 데이터 사이언티스트 | 월마트, 샌프란시스코, 캘리포니아 주, 미국
(2021/06 ~ 2022/05) 데이터 사이언티스트 | Teikametrics (테이카메트릭스), 시애틀, 워싱턴 주, 미국
(2019/05 ~ 2021/05) 박사후연구원 | 로렌스 버클리 국립연구소, 버클리, 캘리포니아 주, 미국
(2013/01 ~ 2013/06) 사원 | 현대모비스, 서울, 대한민국
(2007/02 ~ 2009/01) 군복무 | 대한민국 육군, 안양, 대한민국 / 아르빌 이라크 (해외파병)
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Research output
- 8 Article
-
A multistage distributionally robust optimization approach to water allocation under climate uncertainty
Park, J. & Bayraksan, G., 16 Apr 2023, In: European Journal of Operational Research. 306, 2, p. 849-871 23 p.Research output: Contribution to journal › Article › peer-review
Open Access16 Scopus citations -
Analysis of backwash settings to maximize net water production in an engineering-scale ultrafiltration system for water reuse
Alhussaini, M. A., Binger, Z. M., Souza-Chaves, B. M., Amusat, O. O., Park, J., Bartholomew, T. V., Gunter, D. & Achilli, A., Jul 2023, In: Journal of Water Process Engineering. 53, 103761.Research output: Contribution to journal › Article › peer-review
Open Access16 Scopus citations -
Long-term missing value imputation for time series data using deep neural networks
Park, J., Müller, J., Arora, B., Faybishenko, B., Pastorello, G., Varadharajan, C., Sahu, R. & Agarwal, D., Apr 2023, In: Neural Computing and Applications. 35, 12, p. 9071-9091 21 p.Research output: Contribution to journal › Article › peer-review
Open Access59 Scopus citations -
Surrogate optimization of deep neural networks for groundwater predictions
Müller, J., Park, J., Sahu, R., Varadharajan, C., Arora, B., Faybishenko, B. & Agarwal, D., Sep 2021, In: Journal of Global Optimization. 81, 1, p. 203-231 29 p.Research output: Contribution to journal › Article › peer-review
Open Access77 Scopus citations -
Variance reduction for sequential sampling in stochastic programming
Park, J., Stockbridge, R. & Bayraksan, G., May 2021, In: Annals of Operations Research. 300, 1, p. 171-204 34 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations