Sentence examples for facilitates optimization from inspiring English sources

We investigate two instances where encoding structure in the feature variable facilitates optimization.

Using biomarkers in preclinical drug discovery and development facilitates optimization of PK, PD, and therapeutic properties so that the best agent is selected for clinical evaluation.

An extremely simple mathematical structure, with minimal numbers of parameters, facilitates optimization using in situ data, with finesse provided by maximal infusion of observed NEE and environmental data from networks of eddy covariance towers across North America (AmeriFlux and Fluxnet Canada).

Since a block size of 2 n along each dimension facilitates optimization and allows better memory management (aligned memory allocation), the choice of a 64 × 64 block size is a decent approximation.

In addition to these five characteristics, we believe that a good metric might also benefit from having well-defined lower and upper boundaries as this facilitates quantitative comparison of different models and facilitates optimization of fitness functions based on these metrics.

This facilitates optimization of technologies and creates a rich framework for scientific study.

How good data models facilitate optimization and generalization in machine learning.

This investigation will facilitate optimization of the design of new potential farnesyltransferase inhibitors.

This study can facilitate optimization of mix proportions of HPFRCCs for enhanced thermal and mechanical performance in fire or high temperature applications.

A key "secret sauce" in the success of these models is the ability of certain architectures to learn good representations of complex data; that is, preprocessing the data to facilitate optimization and generalization.

The aim of Biopharmaceutics Risk Assessment Roadmap (BioRAM) and the BioRAM Scoring Grid is to facilitate optimization of clinical performance of drug products.