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Extended Kalman filter (EKF) is to recursively approximate nonlinear model by a linear model and then use the traditional Kalman filter for the linearized model.
Ever since the Industrial Revolution sparked the development of modern industrial production practices, the paradigm of manufacturing has been dominated by a linear model.
Catalyst deactivation was treated by a linear model with respect to surface intermediates.
The glucose insulin dynamics is first represented by a linear model whose state variables are the glucose and the insulin concentrations in the blood.
In this paper we consider uniquely E-optimal and highly E-efficient designs described by a linear model with design matrices with elements in {−1,0,1}.
The relationship between gust factor and turbulence intensity is studied and fitted by a linear model, in which the peak factor is found to be 3.1.
In several problems of practical interest a model holds for only a subset of the feature space; for example, if a material is subject to stress, it is well known that the distortion of the material can be described by a linear model, provided the stress applied is not too extreme.
By optimizing the parameters by a linear model, we have developed an equation that can be used to quantitatively compare the results of a single user with the results from the reference group of experts.
After spectral truncation, the model can be interpreted as a Bayesian (or regularised) linear model based on eigenfunctions of this Karhunen Loève expansion, and can be further approximated by a linear model involving orthogonal observation errors.
The data from a randomized block design can be described by a linear model that suggests the partitioning of the sum of squares and provides a justification for the test statistics.
Analysis of variance showed that the contribution of a quadratic model was significant for the pectin extraction yield and for pectin MW whereas the DE of pectins was more influenced by a linear model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com