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Hence, the ridge regression algorithm is used to establish a thermal error model to inhibit the bad influence of collinearity on the thermal error predicted robustness.
For thermal error compensation technology of CNC machine tools, the collinearity between temperature sensitive points is the main factor for determining the predicted robustness of thermal error model.
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In any case our model predicts robustness of oscillations to changes in the shape or size of the cell or nucleus.
Incorporation of dynamic simulations into grasp planning systems has recently been proposed to evaluate changes in the relative pose between the hand and the object, and to predict robustness during grasping.
This interesting outcome is entirely consistent with the greater constancy of phenotype expected for robust genotypes relative to brittle ones, despite the greater genetic variance predicted under robustness.
The sigB transcript acted as short-term biomarker and predicted the robustness enhancement towards lethal heat stress provided by mild heat stress preexposure for rather short mild heat stress adaptation intervals (up to 15 min).
However, further reduction of aeration by replacing air inflow with N2 resulted in a reduction of TAG content to 4%% in the biomass and excretion of pyruvate into the medium (data not shown), as predicted by robustness analysis with iMK735.
In many systems, however, it has proven difficult to characterize where robustness breaks down and to reconcile such results with mathematical models, which often predict exact robustness [ 31].
Further, when the robustness of steady states of the T-helper and T-cell activation networks is analyzed, we show that the SIN model predicts low robustness properties in both cases whereas the SIF model predicts more biologically relevant behavior with higher robustness.
To evaluate whether the biomarker could predict the robustness level towards one specific lethal stress originated from multiple mild stress pretreatments, the mild stress induced biomarker and robustness responses were combined and the correlation was tested for significance.
In this work, the capability of circuit simulation to predict CDM robustness of integrated circuits and to determine weak circuit elements is studied.
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