Sentence examples for stochastic master equation models from inspiring English sources

Fine-scale modeling of genetic regulatory networks using stochastic master equation models entails a huge computational complexity and Karim et al. [ 5] presents a computationally inexpensive way to generate the steady state distributions for stochastic master equation models.

Recent research efforts using stochastic master equation techniques to model the growth of a book have also predicted this intrinsic relation between Zipf's law and Heaps' law13,37,38.

The framework yields a stochastic master equation for the probabilities of DNA microstates.

These equations model the abundances of species and can be seen as the deterministic counterpart of the stochastic master equation.

In related work by Carmichael, the quantum filter is referred to as the stochastic master equation [6, 7].

The stochastic master equation governing homodyne measurement differs from the deterministic master equation only in the term (mathcal {M} [ a_{mathrm{out}}e^{-iphi} ] ( rho ),dW), given in Eq. (6).

The graph yields a stochastic master equation for how microstate probabilities change over time.

To calculate the PHO5 gene-regulation function, Kim and O'Shea constructed a stochastic master equation based on a graph of transitions between DNA states.

For macroscopic KMC this table contains processes and input parameters similar to those in rate equation and master equation models.

Hence, we have constructed efficient numerical methods for the stochastic master equations based on quantum trajectories.

We derive a family of stochastic master equations describing homodyne measurement of multi-qubit diagonal observables in circuit quantum electrodynamics.