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Yet existing methods are informal, providing limited support for domain experts to communicate, synthesize and document architectures effectively.
Policy makers need to understand how land cover change alters storm water regimes, yet existing methods do not fully utilize newly available datasets to quantify storm water changes at a landscape-scale.
For example, tuning solvent compatibility is often required to match an optimized NP synthesis route with a specific end application, 23 yet existing methods involve either encasing a nanoconstruct in a polymeric modifier, encapsulation in micelles, or completely replacing the surface ligands.
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Yet the existing methods, by common agreement, possess important deficiencies.
Yet, the existing methods are either lack of speed or limited in discriminating viable and dead cells.
Yet, existing preparation methods cannot easily obtain free-standing 3-D graphenic materials with controllable morphology.
In general, vehicle vibration is non-stationary and has a non-Gaussian probability distribution; yet existing testing methods for packaging design employ Gaussian distributions to represent vibration induced by road profiles.
SLIM-ChIP reproduces a high-resolution binding map of yeast Reb1 comparable with existing methods, yet with less input material and full compatibility with high-throughput procedures.
The comparison indicates that FIRE-pro has comparable sensitivity and specficifty to existing methods yet is more amenable to the analysis of complex, proteome-scale datasets.
The MD method provides a considerable increase in power over existing methods, yet it comes at the cost of computational intensity.
Creating yet another network based on existing methods is a "me too" strategy that doesn't provide real incentive for merchants to switch beyond the very specific uses Google and Apple provide today (and, based on the response to Apple's 30% take rate, even that is not promised).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com