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In contrast with conventional setups, an RNN configured for stateful learning treats a sample (row) j in batch ({i+1}) as the direct continuation of sample j in batch i, making it possible to break long sequences into fixed-size windows without resetting the context when moving from one batch to another.
Thus, the Committee is now discussing ways to confirm consistency of the dissolution behavior within the development batch (i.e., biobatch).
The depth of plasma induced alteration was strongly influenced by the power input and size of the treated batch, i.e. dropping the power or increasing the batch size resulted in reduced plasma penetration and therefore shallower modification.
The likelihood for this result (assuming a binomial distribution for the sixth batch conditional on having observed a positive result and for the final three batches) is therefore given by where p i is the expected prevalence in batch i, n i is the number of samples in batch i and x i is the number of positive appendixes in batch i.
In batch II, where the second sample was taken three weeks later, aAbs levels were still slightly elevated over the baseline, but markedly recovered in comparison to batch I.
In the second step, for each gene, the batch i sample mean is estimated as (4) γ ^ i g = 1 n i ∑ j Z i j g and the batch i sample variance as (5) δ ^ i g 2 = 1 n i − 1 ∑ j (Z i j g − γ ^ i g ) 2. These estimates are used to estimate the parameters of the distributions of γ ig and δ ig using the method of moments.
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More specifically, the Pu incineration performance was enhanced by adopting multi-batch (i.e. more than 3-batch) schemes and extended burnup (above 100 MWd/kg).
To overcome this problem, a different approach was carried out to characterize simultaneously both BMP of solid substrates and their degradation kinetics in successive batches, i.e. after an acclimation period.
Such potential for automation of the data treatment per batches (i.e., in this case a well-plate) also contribute to the attractiveness of the technique.
The study included three consecutive farrowing batches; i.e. one farrowing batch within each of the 3 farrowing systems: 1) The old farrowing system with solid concrete floor had pens of 5.9 m2 including the dunging area.
Several independently prepared batches of cells for each treatment group were assessed simultaneously to obtain means and standard deviations among different batches (i.e. "N" values shown in figure captions).
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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