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Determining Interconnections in Chemical Reaction Networks

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
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/ACC.2007.4283084DOIArticle
http://ieeexplore.ieee.org/document/4283084/PublisherArticle
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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