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In system design, assumptions that facilitate the usual process can lead to highly unsatisfactory performance “off piste”.

Cellular dynamics are intrinsically noisy, so mechanistic models must incorporate stochasticity if they are to adequately model experimental observations. As well as intrinsic stochasticity in gene ...