39 citations · 157 across the 21 of their papers we have counts for
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Control Variates for Stochastic Simulation of Chemical Reaction Networks
Michael Backenköhler, Luca Bortolussi, Verena Wolf
Stochastic simulation is a widely used method for estimating quantities in models of chemical reaction networks where uncertainty plays a crucial role. However, reducing the statis…
Distribution approximations for the chemical master equation: comparison of the method of moments and the system size expansion
Alexander Andreychenko, Luca Bortolussi, Ramon Grima +2
The stochastic nature of chemical reactions involving randomly fluctuating population sizes has lead to a growing research interest in discrete-state stochastic models and their an…
Parameter Identification for Markov Models of Biochemical Reactions
Aleksandr Andreychenko, Linar Mikeev, David Spieler +1
We propose a numerical technique for parameter inference in Markov models of biological processes. Based on time-series data of a process we estimate the kinetic rate constants by…
Hybrid Numerical Solution of the Chemical Master Equation
Thomas A. Henzinger, Maria Mateescu, Linar Mikeev +1
We present a numerical approximation technique for the analysis of continuous-time Markov chains that describe networks of biochemical reactions and play an important role in the s…