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On average, the difference between predictive performance of internally and externally validated SF-models is not large with optimally fitted models (Table 2).
Recently a new functional constitutive relation was derived by Saimoto and Van Houtte based on Taylor slip analysis that is optimally fitted to replicate the measured data.
The blue lines are data measured in the experiment and the orange lines are theoretical predictions based on the SLH model for the CCD with optimally fitted parameter values.
For example, problem Histamine H _2) receptor (HRH2) is a worst generalized model constructed by unscaled importance based feature selection, but was optimally fitted by the scaled importance based set of features.
A three-pool (active, slow, and passive) C-cycling model was optimally fitted with 376 published laboratory incubation data from soils acquired from 73 sites with mean annual temperature ranging from − 15 to 26 °C.
In the absence of NaCl added, the model is sensitive to the diameters of the small cylinders, with an optimally fitted value of 6±0.5 nm.
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On the other hand, computationally designed ArmRPs, where side chains have been chosen with the intention to optimally fit into a geometrically optimized backbone, turned out to be more divergent in reality, and thus not suitable for continuous peptide binding.
These heuristics do not attempt to optimally fit parameters to a given environment; rather, they have simple structural features and "bet" that the environment will fit them.
Such a focus will allow more flexibility in the future and encourage practices to be "customized" to optimally fit specific ecological, economic, and social settings without the confining restrictions of labels.
In this case a set of 3D conformations for the best 2D hits is generated and analogs optimally fitting the binding pocket are identified by overlap with the query ligand and by optimizing interactions with the protein.
The high affinity of this inhibitor can be attributed to its bulky cyclic moiety spanning P2-P3′ and other residues that appear to optimally fit the binding sub-sites of the enzyme.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com