Can I read Sensitivity of steady states in networks with application to Markov chains and chemical reaction networks on EtoBox?

Sensitivity of steady states in networks with application to Markov chains and chemical reaction networks by Chemnitz, Robin is a scholarly article available to read on EtoBox.

What is Sensitivity of steady states in networks with application to Markov chains and chemical reaction networks about?

We consider steady states of dynamics that have an underlying network structure. We study how a steady state responds to small perturbations in the network parameters and how this sensitivity is connected to the network structure. We introduce a prototypical linear response equation and determine its sensitivity. This abstract result is applied to study the sensitivity of steady states in two common dynamics on networks: continuous-time Markov chains and deterministically modelled chemical reaction networks. For continuous-time Markov chains, we are able to efficiently compute the signs of the response in terms of the underlying network structure. The study of chemical reaction networks extends the sensitivity analysis to open systems with more complex network structures.

Author

Chemnitz, Robin

Published

2022

Language

EN