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The resulting solar cell, not yet optimized, achieved power conversion efficiency only 14%% less than the conventionally processed c-Si control cell, but its manufacturing cost has been significantly reduced.
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By modifying the combination of the diode and transistor gate stacks, the robustness of the device is optimized, achieving a maximum breakdown voltage (VBR) of 4.9 V.
Additionally, the fed-batch microbial fermentation was also optimized, achieving a maximum yield of 722.1 mg TAG L-1 and a volumetric productivity of 10.54 mg TAG L-1 h-1.
The optimized method achieved quantitative recoveries in the range from 83% to 101% (n = 13, RSD from 4%to10%0%).
Precipitation under these optimized conditions achieved the best yield (85.81%), average chain length (12.92) and purity (80.18%).
However, one question still remains: How is this set-point value and the globally optimized structure achieved?
On the SRC data set, the BEDROC optimized query achieved a better enrichment until a true decoy fraction of 5%.
The best polynomial with the same number of optimized coefficients achieved values of r = 0.815, s = 0.196, and F = 1731.
Different kernels and parameters of SVM were tried, optimized and achieved 85.27% sensitivity, 92.31% specificity, 88.99% accuracy and 0.79 MCC.
Different kernels and parameters of SVM were tried, optimized and achieved maximum 87.14% sensitivity, 80.15% specificity, 83.74% accuracy and 0.68 MCC.
Even when expression was not fully optimized, we achieved 700-fold higher levels than with E.coli expression and 70-fold greater than the S. cerevisiae system [ 13, 18].
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