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1

Advancing a Gateway Infrastructure for Wind Turbine Data Analysis

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

Journal:

Journal of Grid Computing

Year:

2016

Language:

english

File:

PDF, 1.28 MB

english, 2016

2

Explainable Machine Learning for Scientific Insights and Discoveries

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

Journal:

Year:

2020

File:

PDF, 11.94 MB

2020

3

On the Computation of the Eigenproblems of Hydrogen and Helium in Strong Magnetic and Electric Fields with the Sparse Grid Combination Technique

Jochen Garcke, Michael Griebel

Journal:

Journal of Computational Physics

Year:

2000

Language:

english

File:

PDF, 234 KB

english, 2000

4

The combination technique and some generalisations

Markus Hegland, Jochen Garcke, Vivien Challis

Journal:

Linear Algebra and its Applications

Year:

2007

Language:

english

File:

PDF, 297 KB

english, 2007

5

An optimised sparse grid combination technique for eigenproblems

Journal:

Year:

2007

Language:

english

File:

PDF, 76 KB

english, 2007

6

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

Jochen Garcke, Markus Hegland

Journal:

Year:

2009

Language:

english

File:

PDF, 700 KB

english, 2009

7

Multivariate Regression and Machine Learning with Sums of Separable Functions

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

Journal:

SIAM Journal on Scientific Computing

Year:

2009

Language:

english

File:

PDF, 356 KB

english, 2009

8

[Lecture Notes in Computational Science and Engineering] Sparse Grids and Applications Volume 88 || Efficient Analysis of High Dimensional Data in Tensor Formats

Garcke, Jochen, Griebel, Michael

Year:

2013

Language:

english

File:

PDF, 654 KB

english, 2013

9

[Lecture Notes in Computational Science and Engineering] Sparse Grids and Applications Volume 88 || The Use of Sparse Grid Approximation for the r-Term Tensor Representation

Garcke, Jochen, Griebel, Michael

Year:

2013

Language:

english

File:

PDF, 187 KB

english, 2013

10

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

Olivier Bokanowski, Jochen Garcke, Michael Griebel…

Journal:

Journal of Scientific Computing

Year:

2013

Language:

english

File:

PDF, 1.69 MB

english, 2013

11

Analysis of Car Crash Simulation Data with Nonlinear Machine Learning Methods

Bohn, Bastian, Garcke, Jochen, Iza-Teran, Rodrigo, Paprotny, Alexander, Peherstorfer, Benjamin, Schepsmeier, Ulf, Thole, Clemens-August

Journal:

Procedia Computer Science

Year:

2013

Language:

english

File:

PDF, 8.54 MB

english, 2013

12

[ACM Press the seventh ACM SIGKDD international conference - San Francisco, California (2001.08.26-2001.08.29)] Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '01 - Data mining with sparse grids using simplicial basis functions

Garcke, Jochen, Griebel, Michael

Year:

2001

Language:

english

File:

PDF, 790 KB

english, 2001

13

[ACM Press the 23rd international conference - Pittsburgh, Pennsylvania (2006.06.25-2006.06.29)] Proceedings of the 23rd international conference on Machine learning - ICML '06 - Regression with the optimised combination technique

Year:

2006

Language:

english

File:

PDF, 256 KB

english, 2006

14

Multicore Processors and Graphics Processing Unit Accelerators for Parallel Retrieval of Aerosol Optical Depth From Satellite Data: Implementation, Performance, and Energy Efficiency

Liu, Jia, Feld, Dustin, Xue, Yong, Garcke, Jochen, Soddemann, Thomas

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2015

Language:

english

File:

PDF, 1.91 MB

english, 2015

15

[Lecture Notes in Computational Science and Engineering] Sparse Grids and Applications Volume 88 ||

Garcke, Jochen, Griebel, Michael

Year:

2013

Language:

english

File:

PDF, 5.88 MB

english, 2013

16

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

Bohn, Bastian, Garcke, Jochen, Griebel, Michael

Journal:

Journal of Computational Physics

Year:

2015

Language:

english

File:

PDF, 1.95 MB

english, 2015

17

[IEEE 2015 7th International Workshop on Science Gateways (IWSG) - Budapest, Hungary (2015.6.3-2015.6.5)] 2015 7th International Workshop on Science Gateways - Towards an Industry Data Gateway: An Integrated Platform for the Analysis of Wind Turbine Data

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

Year:

2015

File:

PDF, 159 KB

2015

18

[Lecture Notes in Computational Science and Engineering] Sparse Grids and Applications - Stuttgart 2014 Volume 109 || Sparse Grids for the Vlasov–Poisson Equation

Garcke, Jochen, Pflüger, Dirk

Year:

2016

Language:

english

File:

PDF, 841 KB

english, 2016

19

[IEEE 2015 7th International Workshop on Science Gateways (IWSG) - Budapest, Hungary (2015.6.3-2015.6.5)] 2015 7th International Workshop on Science Gateways - Towards an Industry Data Gateway: An Integrated Platform for the Analysis of Wind Turbine Data

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

Year:

2015

Language:

english

File:

PDF, 159 KB

english, 2015

20

An efficient geosciences workflow on multi-core processors and GPUs: a case study for aerosol optical depth retrieval from MODIS satellite data

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

Journal:

International Journal of Digital Earth

Year:

2016

Language:

english

File:

PDF, 2.89 MB

english, 2016

21

[Lecture Notes in Computational Science and Engineering] Sparse Grids and Applications - Stuttgart 2014 Volume 109 || Spatially-Dimension-Adaptive Sparse Grids for Online Learning

Garcke, Jochen, Pflüger, Dirk

Year:

2016

Language:

english

File:

PDF, 1.33 MB

english, 2016

22

Parallelisation of sparse grids for large scale data analysis

Garcke, Jochen, Hegland, Markus, Nielsen, Ole

Journal:

The ANZIAM Journal

Year:

2006

Language:

english

File:

PDF, 617 KB

english, 2006

23

[Lecture Notes in Computational Science and Engineering] Sparse Grids and Applications - Stuttgart 2014 Volume 109 || Hierarchical Gradient-Based Optimization with B-Splines on Sparse Grids

Garcke, Jochen, Pflüger, Dirk

Year:

2016

Language:

english

File:

PDF, 986 KB

english, 2016

24

Suboptimal Feedback Control of PDEs by Solving HJB Equations on Adaptive Sparse Grids

Jochen Garcke,Axel Kröner

Journal:

Journal of Scientific Computing

Year:

2017

Language:

english

File:

PDF, 11.00 MB

english, 2017

25

[Lecture Notes in Computational Science and Engineering] Sparse Grids and Applications - Miami 2016 Volume 123 ||

Garcke, Jochen, Pflüger, Dirk, Webster, Clayton G., Zhang, Guannan

Year:

2018

Language:

english

File:

PDF, 6.12 MB

english, 2018

26

[IEEE 2018 Annual American Control Conference (ACC) - Milwaukee, WI, USA (2018.6.27-2018.6.29)] 2018 Annual American Control Conference (ACC) - Event-Triggered Learning for Resource-Efficient Networked Control

Solowjow, Friedrich, Baumann, Dominik, Garcke, Jochen, Trimpe, Sebastian

Year:

2018

Language:

english

File:

PDF, 679 KB

english, 2018

27

Classification with sparse grids using simplicial basis functions

Garcke, Jochen, Griebel, Michael

Journal:

Intelligent Data Analysis

Year:

2002

Language:

english

File:

PDF, 263 KB

english, 2002

28

A Geometrical Method for Low-Dimensional Representations of Simulations

Iza-Teran, Rodrigo, Garcke, Jochen

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2019

Language:

english

File:

PDF, 6.45 MB

english, 2019

29

A Geometrical Method for Low-Dimensional Representations of Simulations

Iza-Teran, Rodrigo, Garcke, Jochen

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2019

File:

PDF, 6.45 MB

2019

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