Jochen Garcke - Publications, H-index & Citations

Jochen Garcke

Fraunhofer Institute for Algorithms and Scientific Computing SCAI

22H指数

122论文数

3.5K被引数

收录论文 17

发表时间

Accelerating gas-network feasibility screening with a physics-informed graph neural network surrogate 基于物理信息的图神经网络代理加速气体网络可行性筛选

Energy and AI

IF9.6

2026-08-28

OAAI

Dongrui Jiang; Jochen Garcke; Okan Akca; Jeremias Hollnagel; Bernhard Klaassen; Mehrnaz Anvari; Joachim Müller-Kirchenbauer

Studying Evolutionary Solution Adaption by Using a Flexibility Benchmark Based on a Metal Cutting Process 通过基于金属切削过程的灵活性基准研究进化解决方案的适应性

Biomimetics 2025, Vol. 10, Page 663

IF3.9

2025-10-01

OAAI

Léo Françoso Dal Piccol Sotto; Sebastian Mayer; Hemanth Janarthanam; Alexander Butz; Jochen Garcke

A modified SimRank plus plus approach for searching crash simulation data

APPLIED INTELLIGENCE

IF3.5

2025-05-01

OAAI

Pakiman, Anahita; Garcke, Jochen; Schumacher, Axel

Causal deep learning models for studying the Earth system

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2023-04-20

OAAI

Tesch, Tobias; Kollet, Stefan; Garcke, Jochen

Knowledge discovery assistants for crash simulations with graph algorithms and energy absorption features

APPLIED INTELLIGENCE

IF3.5

2023-02-27

OAAI

Pakiman, Anahita; Garcke, Jochen; Schumacher, Axel

Explainable Machine Learning 可解释的机器学习

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2023-01-17

OAAI

Garcke, Jochen; Roscher, Ribana

The Elements of Flexibility for Task-Performing Systems

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Mayer, Sebastian; Sotto, Leo Francoso Dal Piccol; Garcke, Jochen

Wavelet-packets for deepfake image analysis and detection

MACHINE LEARNING

IF2.9

2022-08-31

OAAI

Wolter, Moritz; Blanke, Felix; Heese, Raoul; Garcke, Jochen

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

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2021-01-01

289

OAAI

von Rueden, Laura; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Walczak, Michal; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis

Explainable Machine Learning for Scientific Insights and Discoveries 用于科学见解和发现的可解释机器学习

IEEE ACCESS

IF3.6

2020-01-01

588

OAAI

Roscher, Ribana; Bohn, Bastian; Duarte, Marco F.; Garcke, Jochen

Advancing a Gateway Infrastructure for Wind Turbine Data Analysis

JOURNAL OF GRID COMPUTING

IF2.9

2016-09-21

PREAI

Aguilera, Alvaro; Grunzke, Richard; Habich, Dirk; Luong, Johannes; Schollbach, Dirk; Markwardt, Ulf; Garcke, Jochen

A sparse grid based method for generative dimensionality reduction of high-dimensional data

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2016-03-01

PREAI

Bohn, Bastian; Garcke, Jochen; Griebel, Michael

An efficient geosciences workflow on multi-core processors and GPUs: a case study for aerosol optical depth retrieval from MODIS satellite data 基于多核处理器和gpu的高效地球科学工作流程: 基于MODIS卫星数据的气溶胶光学厚度反演案例研究

INTERNATIONAL JOURNAL OF DIGITAL EARTH

IF4.9

2016-02-25

OAAI

Liu, Jia; Feld, Dustin; Xue, Yong; Garcke, Jochen; Soddemann, Thomas; Pan, Peiyuan

Fitting multidimensional data using gradient penalties and the sparse grid combination technique

COMPUTING

IF2.8

2009-03-10

PREAI

Garcke, Jochen; Hegland, Markus

MULTIVARIATE REGRESSION AND MACHINE LEARNING WITH SUMS OF SEPARABLE FUNCTIONS 具有可分离函数和的多元回归和机器学习

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2009-01-01

PREAI

Beylkin, Gregory; Garcke, Jochen; Mohlenkamp, Martin J.

Data mining with sparse grids

COMPUTING

IF2.8

2001-10-01

PREAI

Garcke, J; Griebel, M; Thess, M

On the computation of the eigenproblems of hydrogen and helium in strong magnetic and electric fields with the sparse grid combination technique

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2000-12-01

PREAI

Garcke, J; Griebel, M

研究方向