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PICKY adapts a brand new noise estimation method to efficiently estimate the noise.
Integral image was used to efficiently estimate local statistics needed by the parametric model.
Data collected in SMARTs can be used to efficiently estimate and evaluate DTRs.
A first-order reliability method is implemented to efficiently estimate probabilities.
A compact π model is proposed to efficiently estimate the coupling noise at a victim transistor.
Moreover, we show how to efficiently estimate the time which is needed to solve a given instance.
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This study, thus, demonstrated that PEDI could provide an effective approach to efficiently estimating kinetic parameters of gene circuit models.
And how to exactly and efficiently estimate the PDFs remains a crucial and challenging problem.
Since the quality loss function is expressed in terms of the first two statistical moments, mean and variance, three methods have been recently proposed to accurately and efficiently estimate the moments: the univariate dimension reduction method (DRM), performance moment integration (PMI) method, and percentile difference method (PDM).
Since it is difficult, if not impossible, to compute the STM or SSD of a large GRN by using an accurate or approximate analysis, the CSSBN time-frame expansion approach provides an alternative means to accurately and efficiently estimate the SSD of a large network with a tunable accuracy by using stochastic sequences of different lengths.
Furthermore, in many situations the relationship between the response variables and design variables is too complex to be efficiently estimated using traditional surface fitting approaches.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com