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Sitapure N, Kwon JSI. Neural network-based model predictive control for thin-film chemical deposition of quantum dots using data from a multiscale simulation. Chem Eng Res Des 2022. [DOI: 10.1016/j.cherd.2022.05.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Aviziotis IG, Cheimarios N, Duguet T, Vahlas C, Boudouvis AG. Multiscale modeling and experimental analysis of chemical vapor deposited aluminum films: Linking reactor operating conditions with roughness evolution. Chem Eng Sci 2016. [DOI: 10.1016/j.ces.2016.08.039] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Rasoulian S, Ricardez-Sandoval LA. A robust nonlinear model predictive controller for a multiscale thin film deposition process. Chem Eng Sci 2015. [DOI: 10.1016/j.ces.2015.02.002] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Sullivan MT, Wilkins D, Finley ES, Ward T. Gravity and capillary pressure-driven drainage in a vertical Hele-Shaw cell: Thin film deposition. Chem Eng Sci 2014. [DOI: 10.1016/j.ces.2014.01.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Zhang X, Huang J, Hu G, Orkoulas G, Christofides PD. Controlling aggregate thin film surface morphology for improved light trapping using a patterned deposition rate profile. Chem Eng Sci 2012. [DOI: 10.1016/j.ces.2011.03.047] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Ricardez-Sandoval LA. Current challenges in the design and control of multiscale systems. CAN J CHEM ENG 2011. [DOI: 10.1002/cjce.20607] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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Zhang X, Hu G, Orkoulas G, Christofides PD. Multivariable Model Predictive Control of Thin Film Surface Roughness and Slope for Light Trapping Optimization. Ind Eng Chem Res 2010. [DOI: 10.1021/ie100814f] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Xinyu Zhang
- Department of Chemical and Biomolecular Engineering and Department of Electrical Engineering, University of California, Los Angeles, California 90095
| | - Gangshi Hu
- Department of Chemical and Biomolecular Engineering and Department of Electrical Engineering, University of California, Los Angeles, California 90095
| | - Gerassimos Orkoulas
- Department of Chemical and Biomolecular Engineering and Department of Electrical Engineering, University of California, Los Angeles, California 90095
| | - Panagiotis D. Christofides
- Department of Chemical and Biomolecular Engineering and Department of Electrical Engineering, University of California, Los Angeles, California 90095
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