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Control and optimization of multiscale process systems |
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| Authors: | Panagiotis D. Christofides Antonios Armaou |
| Affiliation: | aDepartment of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA 90095, United States;bDepartment of Chemical Engineering, The Pennsylvania State University, University Park, PA 16802, United States |
| Abstract: | In this work, we present an overview of recently developed methods for control and optimization of complex process systems described by multiscale models. We primarily discuss methods developed in the context of our previous research work and use examples of thin film growth processes to motivate the development of these methods and illustrate their application. |
| Keywords: | Multiscale process systems Kinetic Monte-Carlo simulation Stochastic partial differential equation (sPDE) Feedback control Thin film growth |
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