Sentence examples for facilitate optimization from inspiring English sources

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.

To facilitate optimization of target design and study activation of materials, Monte Carlo code can be used to simulate the irradiation of the target materials with charged hadrons.

Potential applications for the models include: providing developers with an initial assessment of the resource, guiding observation programs for further study of the resource, and facilitating optimization of turbine array design.

Immunotherapy with CD19 CAR-T cells in a defined CD4+/CD8+ ratio allowed identification of correlative factors for CAR-T cell expansion, persistence, and toxicity, and facilitated optimization of lymphodepletion that improved disease response and overall and progression-free survival.

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.

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

Few details of the model are provided, but having a model facilitated optimization of a lead compound.