Sentence examples for by stochastic simulations using from inspiring English sources

Complementary to the LNA and IOS analysis the noise coefficients can be obtained by stochastic simulations using the SSA.

Hence in summary we have shown by means of these examples that the LNA's predictions regarding the regulation of noise by genetic regulatory networks can be quite different than those obtained by stochastic simulations using the SSA.

These predictions are validated by extensive stochastic simulations using Gillespie's exact stochastic simulation algorithm.

Evidently, the highly resolved spatiotemporal stochastic simulations with ChemCell are computationally more costly than the purely temporal stochastic simulations using the dDSSA.

Stochastic simulations used the fixed step numerical integrator ode4.

Then, we also quantify the variability of estimated Pareto front caused by the intrinsic uncertainty of stochastic simulation using nonparametric bootstrapping method to better support decision making.

The two different rate constants predicted by this model for the different siRNA structures were then fed into a stochastic simulation (using the widely used Gillespie stochastic simulator [ 15]) to study the potency effects.

The experimental findings in [2] were supported by stochastic simulations of the chemotaxis signaling pathway using StochSim [16].

An expression for this probability is derived using the boundary homogenization approach and tested by stochastic simulations.

Our paper proposes a methodology to construct approximate models for multivariate stochastic dynamic simulations using kriging, by combining ideas from design of experiments and dynamic systems modeling.

Our paper presents a methodology to construct approximate models for multivariate stochastic dynamic simulations using GPM, by combining ideas from design of experiments, spatial statistics and dynamic systems modeling.