Sentence examples for optimization and descriptor from inspiring English sources
Fivefold CV was used during model optimization and descriptor selection.
Structural optimization and descriptor computations were performed for cyclic alkenes (Cyc3 to Cyc8) considering ring strain effect.
After optimization and template based alignment of these compounds, descriptors representing steric, electrostatic and hydrophobic energies at all lattice points of the grid around the molecules were computed.
The values of the kernel matrix after the optimization and the Tanimoto coefficient are used for the new descriptor and ECFP, respectively.
Each dot indicates the value of the kernel matrix after the optimization and the Tanimoto coefficient between two molecules for the new descriptor and ECFP, respectively.
Therefore, a functional dynamic model based on the qualitative descriptors defined from the competitive uptake profiles is integral for parameter optimization and dose regimen specification of new drug entities.
This novel descriptor shows the possibility of constructing a predictive model with greater accuracy, although the optimization and parameter determinations for the Gaussian function were not sufficient in this study.
Optimization of the descriptor set was achieved by systematic removal of molecular descriptor groups that were the least significant for the prediction of PAM activity.
This should add more polish, some optimization, and better programs for OneDrive and Skype.
Compared with previous approaches using first-order or second-order descriptors, the novel approach integrates PCA and Combined Approximation (CA) in mechanics, provides more precise presentation of the microstructure and accelerates the optimization and reconstruction of the result microstructure.
A novel robust fault-tolerant control design for linear descriptor systems is proposed in this paper, with fault tolerant control action achieved via a normal state estimate feedback derived using H∞ optimization and fault compensation.
