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The potential mitigation effect of the CDGF coating with respect to the designing parameters such as average density, gradient function and load intensity is discussed.
The sensitivity of the objective function with respect to the design variables is calculated using automatic differentiation (AD).
The sensitivity analysis of the objective function with respect to the design variables is computed by the adjoint-variable technique.
Sensitivity numbers are derived according to the variation of the objective function with respect to the design variables.
The FOSM demands the values and partial derivatives of the performance function with respect to the design random variables.
When using a Newton-based numerical algorithm to optimize the shape of an airfoil with respect to certain design parameters, a crucial ingredient is the derivative of the objective function with respect to the design parameters.
Within numerical design optimization, discrete sensitivity analysis is often used to estimate the derivative of an objective function with respect to the design variables.
Here this property is utilized for estimating the gradient of an optimal control type cost function with respect to the design parameters of the controllers.
The sensitivity of the objective function with respect to the design variables is derived and the method for solving the optimization problem is presented.
The FORM and SORM demand the values and partial derivatives of the performance function with respect to the design random variables.
The ultimate goal of synthetic biology is the conception and construction of genetic circuits that are reliable with respect to their designed function (e.g. oscillators, switches).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com