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Systems Biology: New Opportunities for Process Systems Engineering
Abstract
Much of our work is motivated by the observation that the human body is a complex chemical factory, composed of many highly interactive multivariable subsystems. It has also been demonstrated that natural "controllers" achieve tight regulation of these systems under a variety of conditions in order to meet stringent performance requirements - thus achieving robust performance. Systems engineering tools, including model identification, sensitivity analyses, and dynamic programming, find unique roles in characterizing the rich behavior exhibited by such systems. The systems perspective is also valuable in analyzing the integrative behavior of such complex multiscale stochastic systems, as opposed to traditional reduction techniques. Three examples will be used to motivate these ideas: (i) a local neuronal reflex that influences central cardiac control in the rat, (ii) robustness analysis of a gene network that regulates circadian rhythm in Drosopholia, and (iii) identification of gene network models from expression data and regulatory activity data. |
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