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By supervised joint optimization of our deep model, the features are further optimized with better separability in the feature space and the sensitivity and specificity increase by 8%and15%5%, respectively.
The alternative geometry was further optimized with the volume constraint loosened, yet the RMS WFE performance still lagged the optimal geometry design by 16×.
The proposed arc optics is further optimized with a sextupole correction to suppress chromatic effects contributing to emittance dilution.
The performance of TPGO was further optimized with response surface methodology and artificial neural network (ANN) analysis.
The resulting arc optics is further optimized with a sextupole correction to suppress chromatic effects contributing to the emittance dilution.
Within this work, the TiCxN1 − x coatings have been further optimized with respect to their structure and mechanical properties by addition of BCl3 to the feed gas.
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In our method, the deep network is first pretrained with the R-SAE model to extract useful features, and then the features are further optimized jointly with the classifier to obtain optimal seizure detection system.
Washing parameters (temperature, washing time, agitation speed and solution/soil ratio) were investigated and further optimized integratedly with an orthogonal design.
Single factor experiment was first designed for determining the optimal range of each of four factors and these factors were further optimized using RSM with a CCD design.
Based on these results, SP-4B was chosen to be further optimized and integrated with the neuronal differentiation step.
Once a therapeutic indication, a biological effect, and a drug target or phenotype are defined, high-throughput screening and information-driven design techniques are employed to identify new chemical and biological starting points, which are further optimized to leads with the desired activity, e.g. as agonist or antagonist.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com