Approximation of Event Probabilities in Noisy Cellular Processes

Didier, FredericHenzinger, Thomas A.Mateescu, MariaWolf, Verena2010-11-302010-11-302010-11-30200910.1007/978-3-642-03845-7_12https://infoscience.epfl.ch/handle/20.500.14299/59424WOS:000276319600012Molecular noise, which arises from the randomness of the discrete events in the cell, significantly influences fundamental biological processes. Discrete-state continuous-time stochastic models (CTMC) can be used to describe such effects, but the calculation of the probabilities of certain events is computationally expensive.Gene-ExpressionNetworksStochasticityRobustnessRhythmsFateApproximation of Event Probabilities in Noisy Cellular Processestext::conference output::conference proceedings::conference paper