Sentence examples for approaches linear from inspiring English sources

I am working with a team to standardize the CyTOF data analysis pipeline using different statistical modeling approaches (linear or non-linear, Bayesian inference).

The optimization technique is based on minimization of the sum of the square errors (SSE) between the experimental and predicted concentrations of sulfur compound in the products using two approaches (linear (LN) and non-linear (NLN) regressions).

In the paper, the fatigue performances of as-welded T-joint and T-joint improved by high frequency mechanical impact (HFMI) were numerically investigated using structural hot spot stress approaches: linear surface extrapolation (LSE) and through thickness at the weld toe (TTWT).

This paper deals with two feature transformation approaches: linear transformation and non-linear discriminative feature transformation.

Nonetheless, more studies that look at the parallel use of the two approaches (linear mixed models and SEMs) are needed to verify and validate our results.

Using the virtual electrode approaches, linear arrays of rectilinear ion traps and arrays of halo ion traps have been developed with relatively low structural complexity.

When a in is close to 0, the leaky-integrated nonlinear activation units approach linear functions.

The main objective in this study was to develop a rapid protein structure alignment tool by combining two fruitful strategies: geometry-based approach and linear encoding approach.

Our approaches use linear (i.e., IND) and nearly linear (i.e., ID) disease incidence models without effect thresholds.

For large Im, the LIF firing rate asymptotically approaches a linear dependence on input current.

Conversely, fertilization success approaches a linear function of hermaphrodite frequency, implying substantial pollen limitation, when a is high.