Michael Griebel

About Michael Griebel

Michael Griebel, With an exceptional h-index of 60 and a recent h-index of 28 (since 2020), a distinguished researcher at Rheinische Friedrich-Wilhelms-Universität Bonn, specializes in the field of numerical analysis, scientific computing, numerical simulation.

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

Efficient Solution of ill-posed integral equations through averaging

Algorithmic Mathematics in Machine Learning

A Dimension-adaptive Combination Technique for Uncertainty Quantification

Convergence analysis of online algorithms for vector-valued kernel regression

ON THE EXPECTED UNIFORM ERROR OF BROWNIAN MOTION APPROXIMATED BY THE LÉVY–CIESIELSKI CONSTRUCTION

Low-rank approximation of continuous functions in Sobolev spaces with dominating mixed smoothness

A dimension-oblivious domain decomposition method based on space-filling curves

Analysis of tensor approximation schemes for continuous functions

Michael Griebel Information

University

Position

Institute for Numerical Simulation Fraunhofer SCAI

Citations(all)

16413

Citations(since 2020)

3704

Cited By

14371

hIndex(all)

60

hIndex(since 2020)

28

i10Index(all)

157

i10Index(since 2020)

72

Email

University Profile Page

Google Scholar

Michael Griebel Skills & Research Interests

numerical analysis

scientific computing

numerical simulation

Top articles of Michael Griebel

Efficient Solution of ill-posed integral equations through averaging

arXiv preprint arXiv:2401.16250

2024/1/29

Michael Griebel
Michael Griebel

H-Index: 31

Algorithmic Mathematics in Machine Learning

2024

Jochen Garcke
Jochen Garcke

H-Index: 16

Michael Griebel
Michael Griebel

H-Index: 31

A Dimension-adaptive Combination Technique for Uncertainty Quantification

International Journal for Uncertainty Quantification

2024

Michael Griebel
Michael Griebel

H-Index: 31

Convergence analysis of online algorithms for vector-valued kernel regression

arXiv preprint arXiv:2309.07779

2023/9/14

Michael Griebel
Michael Griebel

H-Index: 31

ON THE EXPECTED UNIFORM ERROR OF BROWNIAN MOTION APPROXIMATED BY THE LÉVY–CIESIELSKI CONSTRUCTION

Bulletin of the Australian Mathematical Society

2023/8/24

Bruce Brown
Bruce Brown

H-Index: 17

Michael Griebel
Michael Griebel

H-Index: 31

Low-rank approximation of continuous functions in Sobolev spaces with dominating mixed smoothness

Mathematics of Computation

2023/7

Michael Griebel
Michael Griebel

H-Index: 31

Helmut Harbrecht
Helmut Harbrecht

H-Index: 22

A dimension-oblivious domain decomposition method based on space-filling curves

SIAM Journal on Scientific Computing

2023/4/30

Michael Griebel
Michael Griebel

H-Index: 31

Analysis of tensor approximation schemes for continuous functions

Foundations of Computational Mathematics

2023/2/1

Michael Griebel
Michael Griebel

H-Index: 31

Helmut Harbrecht
Helmut Harbrecht

H-Index: 22

Sparse tensor product approximation for a class of generalized method of moments estimators

International Journal for Uncertainty Quantification

2022

Michael Griebel
Michael Griebel

H-Index: 31

Deep neural networks and PIDE discretizations

SIAM Journal on Mathematics of Data Science

2022

Michael Griebel
Michael Griebel

H-Index: 31

On the Numerical Approximation of the Karhunen-Lo\{e} ve Expansion for Random Fields with Random Discrete Data

arXiv preprint arXiv:2112.02526

2021/12/5

Michael Griebel
Michael Griebel

H-Index: 31

Generalized sparse grid interpolation based on the fast discrete Fourier transform

2021/10/22

Michael Griebel
Michael Griebel

H-Index: 31

A fault-tolerant domain decomposition method based on space-filling curves

arXiv preprint arXiv:2103.03315

2021/3/4

Michael Griebel
Michael Griebel

H-Index: 31

Mesh Methods for Boundary-Value Problems and Applications

2020/10/20

Software for Exascale Computing SPPEXA

2020

EXAHD: A massively parallel fault tolerant sparse grid approach for high-dimensional turbulent plasma simulations

2020

Stochastic subspace correction methods and fault tolerance

Mathematics of Computation

2020/1

Michael Griebel
Michael Griebel

H-Index: 31

Multilevel quadrature for elliptic parametric partial differential equations in case of polygonal approximations of curved domains

SIAM Journal on Numerical Analysis

2020

Michael Griebel
Michael Griebel

H-Index: 31

Helmut Harbrecht
Helmut Harbrecht

H-Index: 22

See List of Professors in Michael Griebel University(Rheinische Friedrich-Wilhelms-Universität Bonn)