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By applying harmonic balance and limitation operation, all coefficients of the harmonic components in the forced response solution are fully approached.
Although we found that simulations of a single milliliter did exhibit species fade-out, simulations of approximately 1% of the total system volume fully approached deterministic model results.
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This is mainly due to the fact that for transmission lengths shorter than 50 m, due to the high SNR at receiver, DMT can fully approach the channel capacity with the help of bit-loading.
We discuss model adequacy and model comparison of the gold standard (fully Bayesian approach) with the approximate approach.
The results of the combined experiment/modeling approach are compared to the fully experimental approach and error is discussed.
We report model adequacy for the fully Bayesian approach only since the other approaches are its approximations.
Despite these limitations, fully automated approaches could be less labour intensive than our approach.
The approximate Bayesian approach produces results similar to, but slightly more conservative than, the fully Bayesian approach.
This offers a trade-off between a fully independent approach, where each node would operate independently of the others, and a fully centralized approach, where a global knowledge of the entire population is required at every step.
At other UK institutions, the fully blended approach is still in its infancy.
"Gonski" was only ever one part of the jigsaw of a fully national approach to schooling.
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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