Sentence examples for data and fixed from inspiring English sources

The first successful example is due to Guo et al. in [31] with spherically symmetric initial data and fixed boundary conditions, and later Guo et al. extended it to the free boundary conditions with discontinuously symmetric initial data [32].

The parameters of the feature adaptation are learned from the test data itself and hence dynamically updated during test, while the DNN parameters are trained from parallel training data and fixed once trained.

The equilibrium frequencies, π, are calculated from the data and fixed at their observed values.

Model A estimated ω0 (0 < ω0 <1) from the data and fixed ω1 = 1, while model B estimated the ω0 and ω1 parameters from the data.

For compactness, we encapsulate the aforementioned parameters in a vector ξ = (α, β, μ111,…, μTIC, w0, p01,…, p0 J ). Unknown parameters, i.e. θ, in our model are estimated in an MCMC fashion, which means we first must devise a sampling scheme under which samples from the posterior density of our parameters, given data and fixed parameters, f ∝ f f, are drawn.

In this article, we present a novel approach to the tasks of alternative transcript quantification and differential processing (DP) detection given RNA-Seq data and fixed gene structures, which may be provided by an existing genome annotation or predicted from the data via transcriptome assembly.

We proceed as follows: recognizing that the vertical components are less prone to long period noise perturbation, we further restrict the data set to include only vertical data, and fix the dip to the value obtained above (11.9°).

Obtaining a number of experiment data by driving a vehicle, classify the data according to the concept of data and fix the input and output variables of the cloud controller, design the control rules of the cloud controller of intelligent vehicle, and clouded and fix the parameter of cloud controller: expectation, entropy and hyper entropy.

Including the data and fixing the effect to zero yielded no significant changes to model parameters.

Instead, we allowed a neighbor-joining tree to be constructed with our data, and fix the topology and from that topology, optimize branch lengths and select model parameters (Posada and Crandall 2001).

As discussed before, we use maximum likelihood method to reconstruct the initial ancestral genome and then randomly select a number of gene adjacencies from the initial ancestral gene order data and fix them for median computation.