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They agree well with the available experiments.
Analysis of the test data is performed by accumulating the available experiments on interior slab-column joint specimens.
Our calculations are in agreement with the available experiments, and provide a deeper insight into the lithiation mechanism of SiCO anode for Li-ion batteries.
Firstly, the literature is revised and it was found that the available experiments on the hexagonal columns cover relatively limited hexagonal dimensions and material properties.
When finally convergence was achieved, a PLS regression model calculated on the available experiments allowed to investigate the effect played by each factor on the experimental response.
The paper is then extends through parametric studies to investigate the effects of the key parameters affecting the general behaviour of this column under axial compressive loading, which exceeds the range of materials currently available in the available experiments.
Similar(47)
An agreement between the model predictions with the available experiment data was obtained for the Cu70Ni30 alloy.
These findings can rationalize the available experiment and will be of broad interest in developing the highly efficient semiconductor photocatalysts via fullerene modification.
In particular, we find that the maximum difference criterion is superior to all other approaches in all the settings we tested, leading to 5 11-fold savings in the number of experiments to be performed with respect to the available experiment sets.
This undoubtedly contains regions that are not essential for activity, but that is the limit of the resolution from the currently available experiments.
Given that the number of parameters in the model exceeded the number of available experiments, it was important to lower the tendency of over fitting.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com