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The algorithm driving the smaller level is actually more theoretically principled than the higher level in the sense that the physics is more fundamental: quantum mechanics or molecular dynamics vs. continuum mechanics.
This will be discussed in greater detail in section 4. Sub-grid modelling methods can be contrasted with another kind of parallel multiscale model where the sub-grid algorithms are more theoretically principled, but are motivated by a theory at a different level of description.
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This contribution aims at extending VQ to the quantization of graphs in a theoretically principled way in order to overcome practical limitations known in the context of prototype-based clustering of graphs.
Theoretically, the exchange will increase consumer choice, promote competition, and (somewhat more theoretically) lower costs for everyone.
According to Gneiting [ 62] there are many options and considerations in choosing a specific scoring function, and there is a need for theoretically principled guidance.
I don't think it makes Coldplay or Radiohead, for example, more principled or more authentic.
A recent variant of this approach, more principled and more successful, is Bradley 2012.
But even this program was more a principled exercise than a development strategy.
More statistically principled methods for handling missing data also exist.
Some Joyceans told me that their critiques were more principled.
Whatever the virtue, Americans will be more practical than principled.
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Justyna Jupowicz-Kozak
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