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These optimizations are currently manually conducted as many input data frequently evolve during the study.
Temperature-index methods are commonly used and are routinely justified under the auspices that process-based models require too many input data.
The map distance tells how far each map node is away from its neighbors in high-dimensional input space, while the 'hit' histogram over the map shows how many input data vectors are best hitting each node.
Most models addressing this question are dynamic models requiring many input data limiting their adaptations to a few country settings, but also reducing transparency, hence making the evaluation of the model challenging [ 22].
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We chose our modeling approach and used the PERT distribution for many inputs because data were sometimes limited and subjective decisions were required.
Alternatively, we present here the results of a more general and performance oriented approach which should work well on many forms of input data where generational polymorphism occurs.
In many applications, the input data matrix is of very high dimension, NMF seeks to find two lower dimensional matrices (nonnegative) whose product provides a good approximation to the original data matrix.
Structured information in Wikipedia serves many purposes, from providing input data to search engines, to feeding knowledge databases.
However, under many practical conditions, the input data is in the form of stress amplitude and mean stress rather than strain amplitude and mean stress or strain and, because it may be difficult to assess the strain amplitudes, a stress-life approach may be preferable.
The algorithm continues the non-coherent integration for many rounds using additional input data to further determine the visibility of the uncertain satellites until either the number of visible satellites is satisfied or the number of non-coherent integrations reaches a preset upper limit.
In light of the many possible variations of input data and parameterizations, the question of the robustness of the methodology logically arises.
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CEO of Professional Science Editing for Scientists @ prosciediting.com