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q-bio.QM2023★ 1 cited
Bayesian Inference for Jump-Diffusion Approximations of Biochemical Reaction Networks
Derya Altıntan, Bastian Alt, Heinz Koeppl
Biochemical reaction networks are an amalgamation of reactions where each reaction represents the interaction of different species. Generally, these networks exhibit a multi-scale…
q-bio.QM2014
Jump-Diffusion Approximation of Stochastic Reaction Dynamics: Error bounds and Algorithms
Arnab Ganguly, Derya Altintan, Heinz Koeppl
Biochemical reactions can happen on different time scales and also the abundance of species in these reactions can be very different from each other. Classical approaches, such as…