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Map generation for Google Maps generally requires several minutes of computation time since thousands of tiled images must be prepared on the server; however, through multi-thread and multi-core optimization, Pathway Projector is able to generate the mapped image as Google Maps ZUI in less than 20 seconds on a dual quad-core CPU node.
By generating and analysing activity cliff network and cluster topologies, a hypothetical optimization pathway can be unfolded that provides additional guidelines to the practitioner on the optimization philosophy.
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Since THERESIA gives dynamic optimization pathways, the calculated values of the second and the third periods can be compared with the existing historical and the projection data.
It becomes apparent that activity cliff-dependent optimization pathways seem to have a cliff-associated SAR advantage over other optimization strategies.
At the other end of the spectrum, the authors in [ 26] explicitly take into account optimization through pathway evolution, in a general mathematical and computational framework.
These microbes are natively equipped with robust cellulose-degrading machinery, but they require introduction and optimization of pathways for producing n-butanol or isobutanol.
One such tool is the use of reconstructed metabolic networks for the computational analysis and optimization of pathways and production processes.
A simple method to fine tune metabolic pathways, named customized optimization of metabolic pathways by combinatorial transcriptional engineering (COMPACTER), was described for rapid tuning of gene expression in a heterologous pathway under different metabolic backgrounds.
Despite these optimizations, discontinuous pathways to the external electrodes are still a problem and result in the recombination of photogenerated charges, limiting charge extraction and efficiency [12 16].
Pathway optimization targets were shown to have moved beyond merely expressing initial pathway genes to include those encoding proteins in the pentose phosphate pathway.
Pathway optimization by incorporation of efficient enzymes for each step and host strain engineering by knocking out competing pathways enabled 1.27 g/L 3,4-DHBA produced in shake flasks, which is the highest titer reported so far.
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