Papachristodoulou, Antonis and Recht, Ben (2007) Determining Interconnections in Chemical Reaction Networks. In: 2007 American Control Conference. IEEE , Piscataway, NJ, pp. 4872-4877. ISBN 1-4244-0988-8. https://resolver.caltech.edu/CaltechAUTHORS:20170419-153648802
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Abstract
We present a methodology for robust determination of chemical reaction network interconnections. Given time series data that are collected from experiments and taking into account the measurement error, we minimize the 1-norm of the decision variables (reaction rates) keeping the data in close Euler-flt with a general model structure based on mass action kinetics which models the species' dynamics. We illustrate our methodology on a hypothetical chemical reaction network under various experimental scenarios.
| Item Type: | Book Section | |||||||||
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| Additional Information: | © 2007 IEEE. | |||||||||
| DOI: | 10.1109/ACC.2007.4283084 | |||||||||
| Record Number: | CaltechAUTHORS:20170419-153648802 | |||||||||
| Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20170419-153648802 | |||||||||
| Official Citation: | A. Papachristodoulou and B. Recht, "Determining Interconnections in Chemical Reaction Networks," 2007 American Control Conference, New York, NY, 2007, pp. 4872-4877. doi: 10.1109/ACC.2007.4283084 | |||||||||
| Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | |||||||||
| ID Code: | 76720 | |||||||||
| Collection: | CaltechAUTHORS | |||||||||
| Deposited By: | Kristin Buxton | |||||||||
| Deposited On: | 19 Apr 2017 23:04 | |||||||||
| Last Modified: | 15 Nov 2021 17:02 |
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