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After training, each application of the trained ANN is an estimation of a simple algebraic expression with known coefficients and is executed practically instantaneously.
kern-0pt} a})) and (f_{KL} ({mathbf{X}};{mathbf{A}})) with fixed and known coefficients, so that a minimum of both functions is achieved at the same point.
It initializes the dictionary through a K-mean clustering process and updates the dictionary atoms assuming known coefficients until it satisfies the sparsity level.
Furthermore, the nonlinear modal equations in intrinsic coordinates are obtained from integrals involving only products of the mode shapes and known coefficients.
Firstly, the roll motion of a vessel is simulated by using the known coefficients from literature, and the simulated data are used to identify the coefficients in the roll motion equation.
Those solvents colored red have higher calculated distances between their measured and predicted values [Figure 1]. Figure 1 Performance of the models on the existing chemical space of solvents with known coefficients.
Similar(47)
Third, the right-hand side of (11) can be formed by multiplying the now known coefficient matrix by the known vector of EBV for PA and individual.
This model is a Cox model, including the log expected hazards as a time-dependent covariate with a known coefficient fixed to 1 (offset).
The degree of unrelatedness (d ur ) corresponds directly to the complement of the well known coefficient of consanguinity (relatedness, kinship: the probability of drawing from two individuals two genes which are identical by descent or state).
Data modeling: Submodel j (∈ S i ) for i is defined as the sum of the interactions of the submodel relative to a reference, i.e. ∑ k w ij k (λ w ) e k, where w ij k is either a known coefficient or a known function of λ w.
Similarity coefficients (also known as coefficients of association) are important measurement techniques used to quantify the extent to which objects resemble one another.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com