Search Results for author: Ralf Zimmermann

Found 2 papers, 1 papers with code

Sliced gradient-enhanced Kriging for high-dimensional function approximation

no code implementations5 Apr 2022 Kai Cheng, Ralf Zimmermann

Gradient-enhanced Kriging (GE-Kriging) is a well-established surrogate modelling technique for approximating expensive computational models.

A Grassmann Manifold Handbook: Basic Geometry and Computational Aspects

1 code implementation27 Nov 2020 Thomas Bendokat, Ralf Zimmermann, P. -A. Absil

The Grassmann manifold of linear subspaces is important for the mathematical modelling of a multitude of applications, ranging from problems in machine learning, computer vision and image processing to low-rank matrix optimization problems, dynamic low-rank decompositions and model reduction.

Numerical Analysis Numerical Analysis Differential Geometry 15-02, 15A16, 15A18, 15B10, 22E70, 51F25, 53C80, 53Z99

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