Search Results for author: Anthony D. Gruber

Found 1 papers, 1 papers with code

Active Manifolds: A non-linear analogue to Active Subspaces

1 code implementation30 Apr 2019 Robert A. Bridges, Anthony D. Gruber, Christopher Felder, Miki Verma, Chelsey Hoff

Overall, AM represents a novel technique for analyzing functional models with benefits including: reducing $m$-dimensional analysis to a 1-D analogue, permitting more accurate regression than AS (at more computational expense), enabling more informative sensitivity analysis, and granting accessible visualizations(2-D plots) of parameter sensitivity along the AM.

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