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Furthermore, decreasing the dimensions of a structure increases the effects of strong inhomogeneity of the interfaces.
After decreasing the dimensions of the features through the SFS, the new feature set is forwarded to the LS_SVM classifier.
The main feature of this method is decreasing the dimensions of the matrix involved in the finite element methods and various other analytical methods.
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However, this lattice misfit intensifies by decreasing the dimension of Pd from bulk to nanometric thin film.
For both B-doped and P-doped Si-nc the FE increases on decreasing the dimension, showing that the substitutional doping gets progressively more difficult for the smaller nanocrystals.
The order of reaction can be controlled by changing the dimension of the ultramicroelectrode: the second order reaction can be changed to quasi-first by decreasing the dimension of the ultramicroelectrode.
Despite it, the eliminating procedure described above seems to be helpful for them also because the operation of excluding zero elements allows decreasing the dimension of solution space for the matrix-updating problem in significant degree.
Significant size effects were found for all the three plastic deformation characteristics, i.e. enhanced hardness and activation volume but reduced strain-rate sensitivity with decreasing the dimension length L. Microstructure evolution was statistically examined to rationalize these size dependences.
The main feature of this method is related to decreasing the dimension of the matrix involved in the calculation, so that reduced computation time is required for evaluating natural frequencies compared to alternative methods which also make use of a continuous model of the beam.
Simplifications methods have a side benefit in reducing the noise in the original data to some degree when decreasing the dimension of the time-series data, thus making the subsequent analysis more robust to noise.
Applying principal component analysis (PCA) decreased the dimensions of the network's inputs and led to simpler architecture.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com