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The method can accelerate computation and improve accuracy of the approximate gradient.
The experiments on data sets from UCI and user-defined data sets show that the proposed method can accelerate the computation process efficiently.
Analytical results show that the stoichiometrically-reduced model is consistent with the original large model, and numerical simulations demonstrate that the method can accelerate convergence of the numerical schemes in some cases.
The results of phantom experiments demonstrate that the proposed method can accelerate FMT reconstruction almost without quality degradation.
The results demonstrate that the proposed method can accelerate image reconstruction in FMT almost without quality degradation.
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But enhanced feedback methods can accelerate learning about more mundane behaviours.
In this chapter, we will introduce epigenetic writers, readers, erasers, and the details of how computational methods can accelerate the development of epigenetic drug design.
In this paper, we propose a method that can accelerate hash-based genome mapping by reducing the number of hash references without increasing the size of the hash table.
Next, we formulate a novel fixed point algorithm using the ideas of conjugate gradient methods that can accelerate the steepest descent method.
As the amount of gene expression data expands exponentially and the volume of stored data available in repositories both public and private surges, it becomes increasingly important to develop methods which can accelerate the process of hypothesis testing at multiple levels of either the individual experiment, across projects, and even within an entire database [ 34].
Results demonstrate this method can significantly accelerate the speed of well placement optimization process.
Related(20)
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