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A simplified calculation of the ASI is presented that accounts for physical limitations without performing computationally expensive calculations.
The applied global sensitivity and inverse analysis algorithms employ metamodeling technique in order to reduce the time which is needed for these computationally expensive calculations.
Such predictions are of particular value as proper calculation pathways for thermomechanical properties in the most efficient scenarios still require analysis of multiple DFT-runs, elevating the cost of already expensive calculations.
This approach can thus require expensive calculations and parameter tuning.
For computationally expensive calculations, graphics processing units (GPUs) can be used.
These methods do not require expensive calculations, which make them applicable to the analysis of very large data sets.
Similar(51)
We verified this result by comparing it with an independent, significantly more expensive calculation.
If standard Monte Carlo is used in such media, particle histories will consist of many small steps, resulting in a computationally expensive calculation.
In order to avoid difficulties of FEM (such as mesh problem, difficulty of coding, expensive calculation cost), this study focuses on the meshless methods, especially RBF-MFS and KANSA's method to solve the fixed boundary problem.
Comparing it with other reported techniques including the STD-based detection and the spectrum-power-based detection, the derivative-based detection has no data to be stored and no expensive calculation benefiting the detection in real-time, and it can be achieved by an analog circuit in engineering.
Such a procedure is especially useful when the descriptor values are derived from experimental measurement or require expensive calculation (for example, those derived from QM calculations).
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CEO of Professional Science Editing for Scientists @ prosciediting.com