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conference paper
Approximation of Event Probabilities in Noisy Cellular Processes
2009
Computational Methods In Systems Biology, Proceedings
Molecular 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.
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