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Hughes R, Kotamreddy G, Bhattacharyya D, Omell B, Matuszewski M. Modeling and Bayesian Uncertainty Quantification of a Membrane-Assisted Chilled Ammonia Process for CO 2 Capture. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.1c04601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Ryan Hughes
- Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, West Virginia 26505, United States
| | - Goutham Kotamreddy
- Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, West Virginia 26505, United States
| | - Debangsu Bhattacharyya
- Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, West Virginia 26505, United States
| | - Benjamin Omell
- National Energy Technology Laboratory, 626 Cochrans Mill Road, Pittsburgh, Pennsylvania 15236, United States
| | - Michael Matuszewski
- National Energy Technology Laboratory, 626 Cochrans Mill Road, Pittsburgh, Pennsylvania 15236, United States
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Guan Y, Chaffart D, Liu G, Tan Z, Zhang D, Wang Y, Li J, Ricardez-Sandoval L. Machine learning in solid heterogeneous catalysis: Recent developments, challenges and perspectives. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2021.117224] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Zheng H, Ricardez-Sandoval L, Budman H. Robust estimation and economic predictive control for dynamic metabolic flux systems under probabilistic uncertainty. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.106918] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Kimaev G, Chaffart D, Ricardez‐Sandoval LA. Multilevel Monte Carlo applied for uncertainty quantification in stochastic multiscale systems. AIChE J 2020. [DOI: 10.1002/aic.16262] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
- Grigoriy Kimaev
- Deparment of Chemical EngineeringUniversity of Waterloo Waterloo Ontario Canada
| | - Donovan Chaffart
- Deparment of Chemical EngineeringUniversity of Waterloo Waterloo Ontario Canada
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Ganesh A, Zhang B, Chalaturnyk RJ, Prasad V. Uncertainty quantification of the factor of safety in a steam-assisted gravity drainage process through polynomial chaos expansion. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2019.106663] [Citation(s) in RCA: 3] [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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Kimaev G, Ricardez-Sandoval LA. Multilevel Monte Carlo for noise estimation in stochastic multiscale systems. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.10.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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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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