Sentence examples for based on active subspaces from inspiring English sources

In this study, an uncertainty quantification methodology based on active subspaces is established for satellite conceptual design.

We employ a novel methodology based on active subspaces to characterize the effects of the input uncertainty on the scramjet performance.

Our approach is based on active contours.

Optimizations based on feasible subspaces are performed.

Recently a variety of modern reduction techniques, based on Krylov subspaces or based on a singular value decomposition have been developed and applied successfully in engineering applications.

In Section 2, we propose a new feature extraction method based on the subspace method, MDL-based subspace selection, and ICA.

Campbell et al. [ 30] have shown that metamodels based on subspaces found by PLSR, when compared to Legendre polynomials and PCA, gave the simplest and most predictive basis for sensitivity analysis for a set of computational models.

They are subspace codes based on the subspace distance and rank codes based on rank distance.

One such algorithm, based on the subspace pursuit (SP) algorithm [16], has been introduced in [17].

Symbol errors are based on the Hamming metric, and dimension losses are based on the subspace distance metrics.

Different approaches have been recently developed in the literature for this purpose, often based on Stochastic Subspace Identification (SSI) methods.