Publikationen SGS: Bibliographie 2013 BibTeX
@inproceedings {INPROC-2013-66,
author = {Benjamin Peherstorfer and Stefan Zimmer and Hans-Joachim Bungartz},
title = {{Model Reduction with the Reduced Basis Method and Sparse Grids}},
booktitle = {Sparse Grids and Applications 2011},
publisher = {Springer},
institution = {Universit{\"a}t Stuttgart, Fakult{\"a}t Informatik, Elektrotechnik und Informationstechnik, Germany},
series = {Lecture Notes in Computational Science and Engineering},
volume = {88},
pages = {223--242},
type = {Konferenz-Beitrag},
month = {Januar},
year = {2013},
language = {Deutsch},
cr-category = {G.1.8 Partial Differential Equations},
department = {Universit{\"a}t Stuttgart, Institut f{\"u}r Parallele und Verteilte Systeme, Simulation gro{\ss}er Systeme},
abstract = {The reduced basis (RB) method has become increasingly popular for problems
where PDEs have to be solved for varying parameters \$$\backslash$mu $\backslash$in D\$ in order to
evaluate a parameter-dependent output function \$s : D $\backslash$to IR\$. The idea of the
RB method is to compute the solution of the PDE for varying parameters in a
problem-specific low-dimensional subspace \$X\_N\$ of the high-dimensional finite
element space \$X^{$\backslash$mathcal{N}}\$ . We will discuss how sparse grids can be
employed within the RB method or to circumvent the RB method altogether. One
drawback of the RB method is that the solvers of the governing equations have
to be modified and tailored to the reduced basis. This is a severe limitation
of the RB method. Our approach interpolates the output function s on a sparse
grid. Thus, we compute the respond to a new parameter \$$\backslash$mu $\backslash$in D\$ with a simple
function evaluation. No modification or in-depth knowledge of the governing
equations and its solver are necessary. We present numerical examples to show
that we obtain not only competitive results with the interpolation on sparse
grids but that we can even be better than the RB approximation if we are only
interested in a rough but very fast approximation.},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2013-66&engl=0}
}
@inproceedings {INPROC-2013-65,
author = {Alexander Heinecke and Dirk Pfl{\"u}ger and Dmitry Budnikov and Michael Klemm and Arik Narkis and Maxim Shevtsov and Ayal Zaks},
title = {{Demonstrating Performance Portability of A Custom OpenCL Data Mining Application to the Intel(R) Xeon Phi(TM) Coprocessor}},
booktitle = {International Workshop on OpenCL Proceedings 2013},
address = {Georgia, Tech},
publisher = {Sonstige},
institution = {Universit{\"a}t Stuttgart, Fakult{\"a}t Informatik, Elektrotechnik und Informationstechnik, Germany},
type = {Konferenz-Beitrag},
month = {Mai},
year = {2013},
language = {Deutsch},
cr-category = {I.6 Simulation and Modeling},
department = {Universit{\"a}t Stuttgart, Institut f{\"u}r Parallele und Verteilte Systeme, Simulation gro{\ss}er Systeme},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2013-65&engl=0}
}
@inproceedings {INPROC-2013-64,
author = {Benjamin Peherstorfer and Julius Adorf and Dirk Pfl{\"u}ger and Hans-Joachim Bungartz},
title = {{Image Segmentation with Adaptive Sparse Grids}},
booktitle = {Proceedings of 26th Australasian Joint Conference on Artificial Intelligence},
publisher = {Springer},
institution = {Universit{\"a}t Stuttgart, Fakult{\"a}t Informatik, Elektrotechnik und Informationstechnik, Germany},
type = {Konferenz-Beitrag},
month = {September},
year = {2013},
language = {Deutsch},
cr-category = {I.6 Simulation and Modeling},
department = {Universit{\"a}t Stuttgart, Institut f{\"u}r Parallele und Verteilte Systeme, Simulation gro{\ss}er Systeme},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2013-64&engl=0}
}
@inproceedings {INPROC-2013-63,
author = {Benjamin Uekermann and Hans-Joachim Bungartz and Bernhard Gatzhammer and Miriam Mehl},
title = {{A Parallel, Black-Box Coupling for Fluid-Structure Interaction}},
booktitle = {Computational Methods for Coupled Problems in Science and Engineering, COUPLED PROBLEMS 2013},
editor = {Sergio Idelsohn and Manolis Papadrakakis and Bernhard Schrefler},
address = {Stanta, Eulalia; Ibiza, Spain},
publisher = {//congress.cimne.com/coupled2013/proceedings/)},
institution = {Universit{\"a}t Stuttgart, Fakult{\"a}t Informatik, Elektrotechnik und Informationstechnik, Germany},
type = {Konferenz-Beitrag},
month = {Januar},
year = {2013},
language = {Deutsch},
cr-category = {I.6 Simulation and Modeling},
department = {Universit{\"a}t Stuttgart, Institut f{\"u}r Parallele und Verteilte Systeme, Simulation gro{\ss}er Systeme},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2013-63&engl=0}
}
@article {ART-2013-12,
author = {Alexander Heinecke and Dirk Pfl{\"u}ger},
title = {{Emerging Architectures Enable to Boost Massively Parallel Data Mining using Adaptive Sparse Grids}},
journal = {International Journal of Parallel Programming},
address = {New York, Usa},
publisher = {Springer US},
volume = {41},
number = {3},
pages = {357--399},
type = {Artikel in Zeitschrift},
month = {Juni},
year = {2013},
issn = {0885-7458},
language = {Deutsch},
cr-category = {I.6 Simulation and Modeling},
department = {Universit{\"a}t Stuttgart, Institut f{\"u}r Parallele und Verteilte Systeme, Simulation gro{\ss}er Systeme},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=ART-2013-12&engl=0}
}
@article {ART-2013-11,
author = {Alexander Heinecke and Roman Karlstetter and Dirk Pfl{\"u}ger and Hans-Joachim Bungartz},
title = {{Data Mining on Vast Datasets as a Cluster System Benchmark}},
journal = {Concurrency and Computation: Practice and Experience},
publisher = {John Wiley \& Sons},
type = {Artikel in Zeitschrift},
month = {Dezember},
year = {2013},
language = {Deutsch},
cr-category = {I.6 Simulation and Modeling},
department = {Universit{\"a}t Stuttgart, Institut f{\"u}r Parallele und Verteilte Systeme, Simulation gro{\ss}er Systeme},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=ART-2013-11&engl=0}
}
@book {BOOK-2013-02,
author = {Bungartz Hans-Joachim and Zimmer Stefan and Buchholz Martin and Dirk Pfl{\"u}ger},
title = {{Modellbildung und Simulation: Eine anwendungsorientierte Einf{\"u}hrung}},
address = {Berlin},
publisher = {Springer-Verlag},
type = {Buch},
month = {Oktober},
year = {2013},
language = {Deutsch},
cr-category = {I.6 Simulation and Modeling},
department = {Universit{\"a}t Stuttgart, Institut f{\"u}r Parallele und Verteilte Systeme, Simulation gro{\ss}er Systeme;
Universit{\"a}t Stuttgart, Institut f{\"u}r Parallele und Verteilte Systeme},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=BOOK-2013-02&engl=0}
}
@book {BOOK-2013-01,
author = {Bungartz Hans-Joachim and Zimmer Stefan and Buchholz Martin and Dirk Pfl{\"u}ger},
title = {{Modeling and Simulation - An Application-Oriented Introduction}},
address = {Berlin},
publisher = {Springer-Verlag},
type = {Buch},
month = {Oktober},
year = {2013},
isbn = {9783642395239},
language = {Deutsch},
cr-category = {I.6 Simulation and Modeling},
department = {Universit{\"a}t Stuttgart, Institut f{\"u}r Parallele und Verteilte Systeme, Simulation gro{\ss}er Systeme},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=BOOK-2013-01&engl=0}
}
