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The methodology is independent of the model class, applicable to all black box models, and improves prediction performance for a variety of data in several industrial application areas.
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The soil properties were calibrated to smoothed first derivative MIR spectra using partial least-square regression (PLS), and screening tests were developed for various limitation classes applicable in civil works using the soft independent modeling of class analogy (SIMCA).
The result provides a motivation to investigate thermoelastic materials as a new class of applicable materials.
While aiming at a large class of applicable systems, the code also strives for ease-of-use, efficiency, and modularity for the implementation of additional features.
A crucial point is that both, the best linear model and the modeling error, are determined for a specified region of operation, thus significantly increasing the class of applicable nonlinear systems.
The function class is applicable to any positive cost variable and is designed to be: (i) monotonically decreasing, (ii) to have decreasing marginal sensitivity with respect to cost, and (iii) to be differentiable at every point.
The evaluation is performed on a servo-hydraulic vibration exciter by subjecting the seat-damper combinations to a transient excitation with dominant frequency close to that of the seat and continuous random excitation class EM1 applicable to earth-moving machinery, and a more severe excitation realized by amplifying the EM1 excitation by 150%.
Adjusted for age and occupational class, when applicable.
Adjustments were made for age (grouped as 18-44, 45-64, ≥ 65 years) and occupational class, where applicable.
In principle this compound class is applicable to all disease states where reduced bioavailability of NO, for example by oxidative stress, plays a pathomechanistic role.
Among women, underweight was inversely associated with snus use, but no association was seen for overweight and obesity. 1 Adjusted for age and occupational class, when applicable. 2 Further adjusted for physical activity.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com