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Moreover a stopping criterion is proposed that enables to perform the number of simulations necessary to obtain required approximation accuracy.
In these simulations, the thermodynamic states were planned with the help of optimal experimental design, which allows to reduce the number of simulations necessary for significant determination of the coefficients by roughly a decade.
This characteristic drastically limits the number of simulations necessary to find a solution to the original problem while making the proposed approach practically insensitive to the size of the design variable vector.
This model is characterized by a high practical reliability and great computational efficiency, so important for many hundred thousand single numerical simulations necessary for a creation of the databases applied for inverse problem solution finally leading to crack identification.
If realized, such techniques would produce unique information that would be invaluable both in validating present finite element simulations of fatigue crack growth and in developing the future high accuracy simulations necessary for the development of physically realistic fatigue life-prediction models.
The impact in terms of the number of simulations necessary to conclude the execution for each optimization mechanism was evaluated.
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The need of quick innovation in the automotive domain made simulation necessary at early stages of the development cycle.
This procedure helps to select the level of simulation necessary in design or optimisation applications that require the additional losses in windings.
His work resolves a long-standing issue about when full-3D ion irradiation simulations become necessary.
They support transient SPICE simulations, providing necessary details beyond the macromodel and enable resilient memory design.
In these cases, there are no obvious conclusions, and simulations are necessary for quantitative predictions.
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