Determining interconnections in chemical reaction networks

Conference item

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-fit 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. © 2007 IEEE.

Authors: Papachristodoulou, A; Recht, B; IEEE

• Publication status: Published
• Host title: 2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13
• Pages: 5676-5681
• Publication date: 2007-01-01
• DOI: 10.1109/ACC.2007.4283084
• ISSN: 0743-1619
• ISBN: 9781424409884