Ralf Zimmermann

Ralf Zimmermann

Syddansk Universitet

H-index: 20

Europe-Denmark

About Ralf Zimmermann

Ralf Zimmermann, With an exceptional h-index of 20 and a recent h-index of 17 (since 2020), a distinguished researcher at Syddansk Universitet, specializes in the field of Model Order Reduction, Surrogate Modelling, Numerical Linear Algebra, Design And Analysis of Computer Experiments.

His recent articles reflect a diverse array of research interests and contributions to the field:

Randomized greedy magic point selection schemes for nonlinear model reduction

On the Injectivity Radius of the Stiefel Manifold: Numerical investigations and an explicit construction of a cut point at short distance

High curvature means low-rank: On the sectional curvature of Grassmann and Stiefel manifolds and the underlying matrix trace inequalities

Multivariate Hermite Interpolation on Riemannian Manifolds

A Grassmann manifold handbook: Basic geometry and computational aspects

Riemannian optimization on the symplectic Stiefel manifold using second-order information

An efficient algorithm for the Riemannian logarithm on the Stiefel manifold for a family of Riemannian metrics

Gradient-enhanced Kriging for high-dimensional Bayesian optimization with linear embedding

Ralf Zimmermann Information

University

Position

Associate Professor Department of Mathematics and Computer Science

Citations(all)

1509

Citations(since 2020)

988

Cited By

894

hIndex(all)

20

hIndex(since 2020)

17

i10Index(all)

26

i10Index(since 2020)

22

Email

University Profile Page

Syddansk Universitet

Google Scholar

View Google Scholar Profile

Ralf Zimmermann Skills & Research Interests

Model Order Reduction

Surrogate Modelling

Numerical Linear Algebra

Design And Analysis of Computer Experiments

Top articles of Ralf Zimmermann

Title

Journal

Author(s)

Publication Date

Randomized greedy magic point selection schemes for nonlinear model reduction

Advances in Computational Mathematics

Ralf Zimmermann

Kai Cheng

2024/3/13

On the Injectivity Radius of the Stiefel Manifold: Numerical investigations and an explicit construction of a cut point at short distance

arXiv preprint arXiv:2403.03782

Jakob Stoye

Ralf Zimmermann

2024/3/6

High curvature means low-rank: On the sectional curvature of Grassmann and Stiefel manifolds and the underlying matrix trace inequalities

arXiv preprint arXiv:2403.01879

Ralf Zimmermann

Jakob Stoye

2024/3/4

Multivariate Hermite Interpolation on Riemannian Manifolds

SIAM Journal on Scientific Computing

Ralf Zimmermann

Ronny Bergmann

2024/4/30

A Grassmann manifold handbook: Basic geometry and computational aspects

Advances in Computational Mathematics

Thomas Bendokat

Ralf Zimmermann

P-A Absil

2024/2

Riemannian optimization on the symplectic Stiefel manifold using second-order information

SIAM Journal on Optimization

Bin Gao

Nguyen Thanh Son

P-A Absil

Tatjana Stykel

2021

An efficient algorithm for the Riemannian logarithm on the Stiefel manifold for a family of Riemannian metrics

arXiv preprint arXiv:2403.11730

Simon Mataigne

Ralf Zimmermann

Nina Miolane

2024/3/18

Gradient-enhanced Kriging for high-dimensional Bayesian optimization with linear embedding

AIAA Journal

Kai Cheng

Ralf Zimmermann

2023/11

Adaptive data-driven probabilistic reduced-order models for parameterized dynamical systems

Available at SSRN 4473582

Kai Cheng

Ralf Zimmermann

2023

Sliced gradient-enhanced Kriging for high-dimensional function approximation

SIAM Journal on Scientific Computing

Kai Cheng

Ralf Zimmermann

2023/12/31

Computing the riemannian logarithm on the stiefel manifold: Metrics, methods, and performance

SIAM Journal on Matrix Analysis and Applications

Ralf Zimmermann

Knut Hüper

2022

Multivariate Hermite interpolation of manifold-valued data

arXiv preprint arXiv:2212.07281

Ralf Zimmermann

Ronny Bergmann

2022/12/14

Gradient-enhanced polynomial chaos expansion for high-dimensional function approximation

Kai Cheng

Ralf Zimmermann

2022/10

Geometric optimization for structure-preserving model reduction of Hamiltonian systems

IFAC-PapersOnLine

Thomas Bendokat

Ralf Zimmermann

2022/1/1

Efficient quasi-geodesics on the Stiefel manifold

Thomas Bendokat

Ralf Zimmermann

2021

Manifold interpolation

Ralf Zimmermann

2021/11/8

The real symplectic Stiefel and Grassmann manifolds: metrics, geodesics and applications

arXiv preprint arXiv:2108.12447

Thomas Bendokat

Ralf Zimmermann

2021/8/27

Model reduction of complex dynamical systems

Peter Benner

Tobias Breiten

Heike Faßbender

Michael Hinze

Tatjana Stykel

...

2021/8/26

A geometric approach to subspace updates and orthogonal matrix decompositions under rank-one modifications

Mathematics of Computation

Ralf Zimmermann

2021/3

Hermite interpolation and data processing errors on Riemannian matrix manifolds

SIAM Journal on Scientific Computing

Ralf Zimmermann

2020

See List of Professors in Ralf Zimmermann University(Syddansk Universitet)