Sentence examples for by refining the parameter from inspiring English sources

For supervised learning, through a well designed objective function, the backpropagation strategy directly optimizes the classification results in training dataset by refining the parameter space.

(2015) [17] by refining the rate parameters of the key reaction channels in the mechanism.

Finally, a coupled convergence study is conducted by refining the discretization parameters (step-size and energy grid-size).

It is often valuable to start from an unknown program resource (e.g. a molecule whose structure is known and where the calculations are verified) and to modify it slightly for a related calculation, e.g. by adding additional atoms or by refining the calculation parameters.

It should be noted that the SDR performance with both mixtures could still be improved by refining the associated parameters, especially in the MRF models, and by using more efficient initializers.

These results demonstrate that we can use modeling to identify key areas of uncertainty and suggests strategies to reduce uncertainty in the trial outcome by refining the model parameters and mechanistic understanding.

The previous study is expanded by refining the hemodynamic wall parameters through the introduction of the wall shear stress angle deviation (WSSAD) and examining which portions of the multi-branch aorta exhibits monocyte deposition and elevated permeability.

We expect to further increase productivity gains by refining the annotation project parameters to include a search for the terms mouse, mice, and murine.

The exploration can be performed directly in the policy parameters space, by refining the policy together with exploration parameters represented in the form of covariances.

For each EVB parameter, p, an iterative search for the value that minimizes Θ p,  r) is carried out either by using a simplified Newton Raphson approach or by refining the vector of EVB parameters, p, in the optimal steepest descent approach [119].

This was achieved by refining the Ni unit cell lattice parameter a during the Rietveld analysis of the XRD-CT data.