Sentence examples for accelerate the model from inspiring English sources

In the present study, we developed a genetic algorithm for dynamic causal models and investigated whether this evolutionary approach can accelerate the model search.

In other words, the SV assimilation helps to accelerate the model spin-up process.

State-of-the-art methods for protein domain detection, like HMMER [ 6], are computationally expensive and several approximation techniques have been suggested to accelerate the model based prediction of protein domains.

To facilitate and accelerate the model building, if clinical data are available for a number of subjects, it is possible to use population PK analysis, including Maximum Likelihood or Bayesian methodology, to obtain best estimates of the parameter.

Beyond the massively parallelized and distributed approaches exploiting hardware architectures and programming frameworks that have received increasing interest these last few years, several variants of the Stochastic Gradient Descent (SGD) method based on "smart" sampling procedures have been designed for accelerating the model fitting stage.

Due to the system-level abstraction, IDEA1 can quickly model the behaviors of an application based on a certain hardware platform at different timing-accurate levels, which accelerates the model development and simulation speed.

In this paper we focused on a methodology to accelerate the simulation of stochastic models and analysis of simulation results on multicore platforms.

To the best of Authors' knowledge these are the first design proposals to accelerate the SPAM model calculation.

Similar improvement can be also observed from (({mathcal {O}}text {mathcal {F}})_{dot B}) shown in Fig. 2. The SV assimilation also helps accelerate the dynamo model spin-up process.

We will present an approach that could be used to radically accelerate the numerical simulation, model reduction, and quantification of uncertainty in large multi-scale nonlinear networks of interconnected dynamic components.

In addition, different from the previous processing method (i.e., choosing a better nonlinear activation to accelerate convergence speed), this paper subtly proposes a new design formula to accelerate the original ZNN model and design the new FTZNN model.