162 citations · 770 across the 73 of their papers we have counts for
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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…
Uncoupled Analysis of Stochastic Reaction Networks in Fluctuating Environments
Christoph Zechner, Heinz Koeppl
The dynamics of stochastic reaction networks within cells are inevitably modulated by factors considered extrinsic to the network such as for instance the fluctuations in ribsome c…
Sparse Learning of Markovian Population Models in Random Environments
Christoph Zechner, Federico Wadehn, Heinz Koeppl
Markovian population models are suitable abstractions to describe well-mixed interacting particle systems in situation where stochastic fluctuations are significant due to the invo…