11 citations · 12 across the 2 of their papers we have counts for
4 papers
Multilevel Hybrid Split-Step Implicit Tau-Leap
Chiheb Ben Hammouda, Alvaro Moraes, Raul Tempone
In biochemically reactive systems with small copy numbers of one or more reactant molecules, the dynamics is dominated by stochastic effects. To approximate those systems, discrete…
An Efficient Forward-Reverse Expectation-Maximization Algorithm for Statistical Inference in Stochastic Reaction Networks
Christian Bayer, Alvaro Moraes, Raul Tempone +1
In this work, we present an extension to the context of Stochastic Reaction Networks (SRNs) of the forward-reverse representation introduced in "Simulation of forward-reverse stoch…
A multilevel adaptive reaction-splitting simulation method for stochastic reaction networks
Alvaro Moraes, Raul Tempone, Pedro Vilanova
Stochastic modeling of reaction networks is a framework used to describe the time evolution of many natural and artificial systems, including, biochemical reactive systems at the m…
Multilevel Hybrid Chernoff Tau-leap
Alvaro Moraes, Raul Tempone, Pedro Vilanova
In this work, we extend the hybrid Chernoff tau-leap method to the multilevel Monte Carlo (MLMC) setting. Inspired by the work of Anderson and Higham on the tau-leap MLMC method wi…