Sentence examples for models using stochastic from inspiring English sources

This paper formulates two 3D models using stochastic differential equations (SDEs) of two microbial populations in a chemostat competing over a single substrate.

The value of flexibility is typically modelled using stochastic scenario extensions of dispatch models which requires, as a first step, understanding the nature of forecast uncertainties.

At last, MSLEE is modeled using Stochastic Petri net (SPN), and the performance of MSLEE is analyzed based on the simulation experiment with the help of SPNP simulation tool.

Facies modeling using stochastic algorithm was applied in this field considering the structural framework proposed earlier in the same field (Haque et al. 2016).

Beretta et al. proved the stability of the epidemic model using stochastic time delays influenced by the probability under certain conditions [19].

The WSN defined above can be elegantly modeled using stochastic geometry [25], which has recently attracted interest in the modeling of wireless networks [27, 28] and cognitive radios [29].

Therefore, we also ran the model using stochastic simulation.

Thus this work further validates the proposed model using stochastic simulations.

The variability of the crack growth process can alternatively be modeled using stochastic differential equations (see e.g. [22]).

Recent models of combination ART that account for resistance and reversion treat these similarly [ 12, 13]; though one model used stochastic numerical methods as a proxy for variability in acquisition and transmission of resistance, these are still assumed to occur at a fixed rate [ 13] with no consideration for heterogeneous host biology and behavior.

Specifically, the main contributions are described as follows: 1) The energy flow behavior of the SEn-BS system is modeled by using stochastic queue model, jointly considering fluctuation of energy generation, nonlinearity of energy storage, and indeterminacy of traffic load.