Concepedia

Jochen Garcke

JG

Statistics

Publications

31

Citations

2.9K

H-Index

19

Active since

2000

Affiliations

University of Bonn(Current)

Fraunhofer Institute for Algorithms and Scientific Computing

Technische Universität Berlin

Australian National University

University of Cologne

Jochen Garcke is an author at University of Bonn specializing in computing, computer science, and machine learning.

ORCID

Publications per year

2000–2023

31

Publications

31

Explainable Machine Learning for Scientific Insights and Discoveries

Ribana Roscher, Bastian Bohn, Marco F. Duarte et al. · IEEE Access · 2020 · 973 citations · Full text

, , +15

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems

Laura von Rueden, Sebastian Mayer, Katharina Beckh et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 780 citations · Full text

, , +12

Data Mining with Sparse Grids

Jochen Garcke, Michael Griebel · Computing · 2001 · 118 citations

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Multivariate Regression and Machine Learning with Sums of Separable Functions

Gregory Beylkin, Jochen Garcke, Martin J. Mohlenkamp · SIAM Journal on Scientific Computing · 2009 · 114 citations

, , +9

An Adaptive Sparse Grid Semi-Lagrangian Scheme for First Order Hamilton-Jacobi Bellman Equations

Olivier Bokanowski, Jochen Garcke, Michael Griebel et al. · Journal of Scientific Computing · 2012 · 107 citations · Full text

, , +14

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