Thomas P. Steele

Simulation and inference methods for non-Markovian stochastic reaction networks

This work develops efficient stochastic simulation algorithms for well-mixed non-Markovian stochastic reaction networks with stochastic delays that depend on system state and time and introduces a coupling scheme to generate exact non-Markovian sample paths that are positively correlated to an approximate non-Markovian...