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With imaging reduced to fewer than 10 images per condition and analysis done in batch form using custom software, the speed of data collection and analysis is orders of magnitude faster than the traditional assay.
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The fuel is introduced in batches, forming the fixed bed.
Note that all these filter gains are given in the batch form, where the computational complexity is large when the estimation horizon is long.
Input files were readily processed in automated batch form, generating results with higher resolution than previous studies achieved.
Although the recursive nature of the Kalman filter algorithm allows the possibility of on-line estimation in place of batch form off-line estimation, the straightforward implementation of this algorithm to multidimensional partial differential equations has not been feasible due to the tremendous requirement of computer time and memory.
An improved forward dynamic programming algorithm is then designed for solving these subproblems where all operations within a batch form an in-tree structure and the precedence relations exist not only between the operations of a job but between the jobs in this batch at the last stage.
The initial values for (66) and (67) are respectively specified in short batch forms as follows: x ̂ s = F s, 0 m + 1 H s, m − 1 Z s, m, (69).
In PCA plot or unsupervised clustering, samples from the same batch form a distinct cluster.
In spite of the fact that the UFIR estimator has two equivalent forms (batch and iterative), the MSE can rigorously be determined only via the batch form.
In this algorithm, we have two batch forms, (43) and (44), which can be computed fast for typically small K.
Biofilms of Pseudomonas putida KT2440 were formed in batch conditions under different carbon sources (glucose, glutamic acid, and citrate), glucose concentrations (5 and 50 mM), and incubation temperatures (25 and 30 °C).
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