no code implementations • 1 Jun 2017 • David Schnoerr, Botond Cseke, Ramon Grima, Guido Sanguinetti
We consider the problem of computing first-passage time distributions for reaction processes modelled by master equations.
no code implementations • 23 Aug 2016 • David Schnoerr, Guido Sanguinetti, Ramon Grima
In summary, this review gives a self-contained introduction to modelling, approximations and inference methods for stochastic chemical kinetics.
no code implementations • 8 Jan 2016 • David Schnoerr, Ramon Grima, Guido Sanguinetti
Our work provides both insights into spatio-temporal stochastic systems, and a practical solution to a long-standing problem in computational modelling.
no code implementations • 18 Dec 2015 • Botond Cseke, David Schnoerr, Manfred Opper, Guido Sanguinetti
We consider the inverse problem of reconstructing the posterior measure over the trajec- tories of a diffusion process from discrete time observations and continuous time constraints.