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Chaffart D, Ricardez-Sandoval LA. A three dimensional kinetic Monte Carlo defect-free crystal dissolution model for biological systems, with application to uncertainty analysis and robust optimization. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2021.107586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Na J, Bak JH, Sahinidis NV. Efficient Bayesian inference using adversarial machine learning and low-complexity surrogate models. Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2021.107322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Son J, Du Y. Comparison of intrusive and nonintrusive polynomial chaos expansion-based approaches for high dimensional parametric uncertainty quantification and propagation. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2019.106685] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Schenkendorf R, Xie X, Krewer U. An efficient polynomial chaos expansion strategy for active fault identification of chemical processes. Comput Chem Eng 2019. [DOI: 10.1016/j.compchemeng.2018.08.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Kim K, Kim J, Kim C, Lee Y, Lee WB. Robust Design of Multicomponent Working Fluid for Organic Rankine Cycle. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.8b04825] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Kyeongsu Kim
- School of Chemical and Biological Engineering and Institute of Chemical Processes, Seoul National University, 1, Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
| | - Jeongnam Kim
- School of Chemical and Biological Engineering and Institute of Chemical Processes, Seoul National University, 1, Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
| | - Changsoo Kim
- School of Chemical and Biological Engineering and Institute of Chemical Processes, Seoul National University, 1, Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
| | - Yonggeun Lee
- School of Chemical and Biological Engineering and Institute of Chemical Processes, Seoul National University, 1, Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
| | - Won Bo Lee
- School of Chemical and Biological Engineering and Institute of Chemical Processes, Seoul National University, 1, Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
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The Unreasonable Effectiveness of Equations: Advanced Modeling For Biopharmaceutical Process Development. COMPUTER AIDED CHEMICAL ENGINEERING 2019. [DOI: 10.1016/b978-0-12-818597-1.50023-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Maußner J, Freund H. Efficient calculation of constraint back-offs for optimization under uncertainty: A case study on maleic anhydride synthesis. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2018.06.079] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Luu Trung Duong P, Quang Minh L, Abdul Qyyum M, Lee M. Sparse Bayesian learning for data driven polynomial chaos expansion with application to chemical processes. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.08.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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Maußner J, Freund H. Optimization under uncertainty in chemical engineering: Comparative evaluation of unscented transformation methods and cubature rules. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2018.02.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Minh LQ, Duong PLT, Lee M. Global Sensitivity Analysis and Uncertainty Quantification of Crude Distillation Unit Using Surrogate Model Based on Gaussian Process Regression. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.7b05173] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Le Quang Minh
- School of Chemical Engineering, Yeungnam University, Gyeongsan, Republic of Korea
| | - Pham Luu Trung Duong
- School of Chemical Engineering, Yeungnam University, Gyeongsan, Republic of Korea
| | - Moonyong Lee
- School of Chemical Engineering, Yeungnam University, Gyeongsan, Republic of Korea
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Ahmadian Behrooz H. Robust synthesis of the pressure-swing distillation process under azeotropic feed composition disturbance—Study of the tetrahydrofuran/methanol system. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.04.022] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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A two-stage approach of multiplicative dimensional reduction and polynomial chaos for global sensitivity analysis and uncertainty quantification with a large number of process uncertainties. J Taiwan Inst Chem Eng 2017. [DOI: 10.1016/j.jtice.2017.06.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Robust Design of Chemical Processes Based on a One-Shot Sparse Polynomial Chaos Expansion Concept. ACTA ACUST UNITED AC 2017. [DOI: 10.1016/b978-0-444-63965-3.50104-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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