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If some more thought went into creating the hub as a "social object" I think it would encourage earlier and more effective cluster effects.
This methodology is applied to two binary alloys, SiGe and MgLi, including the temperature dependence in their effective cluster interactions.
The effective cluster expansion parameters were indicative of repulsive adsorbate interactions in the adlayer in agreement with the literature.
We then proceed to formulate an effective cluster detection testing procedure together with confidence intervals for the parameters of interests.
We found that the uncertainty in the predicted phase transition temperature increases when including the temperature dependence of the effective cluster interactions.
In this paper, we develop a method for solving the inverse lattice problem, where, given a broad class of potential, we find the ground states for all possible values of the effective cluster interaction energies.
Similar(41)
The idea behind stability is that if we repeatedly sample data points and apply the same clustering algorithm to the subsample, then an effective clustering algorithm applied to well separated data should produce clusterings that do not vary much for different subsamples [ 35].
Fuzzy clustering is an effective clustering approach which associates a data point with multiple clusters.
We used a distance function based on directional statistics and an effective clustering algorithm with affinity propagation.
In this study, an effective clustering algorithm – the constrained k-prototypes (CKP) algorithm – is proposed to resolve the abovementioned problems.
The number of rules and the initial membership function parameters were established by a simple and effective clustering algorithm (subtractive clustering).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com