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This approach can eventually lead to basin scale hydrologic models that preserve the parsimonious character of the width function, and will prove elementary in the understanding of hillslope response under a variety of conditions, including the effects of agriculture and wildland fire disturbance on runoff (Hallema and Moussa, 2014; Hallema et al. in review).
Like LASSO, it is particularly useful for variable selection in high-dimensional settings, producing sparse models that preserve predictive power and encourage grouping of correlated predictors.
This is achieved by lumping peripheral 1D model branches into windkessel models that preserve the net resistance and total compliance of the original model.
This is achieved by systematically lumping peripheral 1D model branches into windkessel models that preserve the net resistance and total compliance of the original model.
Recent attention has focused on the need for better models that preserve the integrity of cancer stem cell (CSC) populations, as well as 3D microenvironmental interactions (Schmeichel and Bissell, 2003; Vaira et al, 2010; Gillet et al, 2011).
By systematically lumping terminal 1D model segments into 0D windkessel models that preserve the net resistance and total compliance of the original model (Fig. 2), we can study the effect on central and peripheral waveforms of reducing the number of arterial segments and, hence, input parameters.
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Here, we prepared hybrid hydrogels of varying elasticity and compared them with a normal liver, to develop a more mature liver model that preserves liver properties in vitro.
A fundamental asset of a model-based development process is the capability of providing an automatic implementation of the model that preserves its semantics, and at the same time makes efficient use of the execution platform resources.
We will show how to check whether a particular transformation resulted in an output model that preserves the semantics of the input model with respect to a particular property.
Therefore, we conclude that the addition of CytoD to the culture of adult cardiac myocytes can indeed be used to generate a solid single-cell model that preserves both morphology and function of freshly isolated cells.
To make the resulting model numerically tractable, we regularize the piecewise constant rotation field, resulting in a diffuse interface model, that preserves the zero-stress character of the grain boundaries.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com