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In this article, we describe a method for estimating the parameters of mixture models, which allows automatic determination of the number of components in a mixture model.
Nonlinear PCA (NLPCA) can also be performed using auto-associative feed-forward neural network (NN) models, which allows the extraction of nonlinear features in the data set.
The results of the study are analyzed using well known reactor engineering models, which allows the origin of the observed physical limitations to be ascertained.
Here, we present a general class of compartmental tracer transport models which allows a systematic comparison of different models regarding the quality of fitting to the experimental data.
The proposed compressible, multiphase, hydrodynamic formulation can employ a hierarchy of five reactive and non-reactive flow models, which allows simple to more involved applications to be directly described by the appropriate selection.
This paper present a set of procedures based on laser scanning, photogrammetry (Structure from Motion) and operational modal analysis in order to obtain accurate numeric models which allows identifying architectural complications that arise in historical buildings.
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Pedotransfer functions (PTFs) are physical mathematical models which allow estimating soil hydraulic properties from soil data.
The scientists then tried fitting all their data to various statistical models, which allowed for differing degrees of fixed behavior versus behavior that could change with age.
This paper describes modal models, which allow to hierarchically compose finite-state machines with other models of computation, both untimed and timed.
So we project future warming by using sophisticated computer models, which allow us to do experiments in ways that we can't in the real world.
Our abstract and realistic neuronal models, which allowed manipulation of the dendritic complexity, showed similar effects on neuronal excitability and confirmed the impact of apical dendritic complexity.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com