Sentence examples for robustness framework from inspiring English sources

Original contributions include novel metrics and visualization techniques for understanding model error and a new robustness framework that accounts for variability in model comparison.

The robustness framework was even able to handle such different algorithms as the Gauss-Newton-type Algorithm 6, of which the recursive least squares (RLS) algorithm is its most famous special form, but also single-layer neural network adaptations.

Besides robustness, the framework is expected to allow further improvements to the accuracy of additive manufacturing by enabling a geometry-dependent determination of the laser parameters.

Illustrative examples are presented, which demonstrate the application of the proposed robustness assessment framework for steel-composite buildings subject to localised fire.

Inspired by the well known robustness analysis framework used in Electronic Design Automation, we introduced a notion of robustness for proteins and two dimensionless quantities: the energetic yield and the energetic relative entropy.

1000 cases with random changes within predefined intervals in inlet temperatures, mass flows and pressures were used to test the robustness of the model framework.

The overall system is tested by simulation with significant tests of robustness in the framework of an industrial benchmark.

In order to demonstrate the effectiveness and robustness of the framework, we choose medical and texture images as examples.

We test the robustness of the framework to alternative specifications as regards the choice of attributes and tier thresholds.

A case study has been included which highlights the robustness of the framework and its utility in decision making.

A variety of industrial parts have been tested to illustrate the effectiveness and robustness of our framework.