Publications SGS: Bibliography 2014 BibTeX
@inproceedings {INPROC-2014-96,
author = {Steffen Hirschmann},
title = {{GPU-Based Regression Analysis on Sparse Grids}},
booktitle = {Informatik 2014, Big Data - Komplexit{\"a}t meistern},
editor = {E. Pl{\"o}dereder and L. Grunske and E. Schneider and D. Ull},
address = {Bonn},
publisher = {Gesellschaft f{\"u}r Informatik e.V.},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {LNI},
volume = {232},
pages = {2425--2436},
type = {Conference Paper},
month = {September},
year = {2014},
language = {English},
cr-category = {G.1.3 Numerical Linear Algebra},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-96&engl=1}
}
@inproceedings {INPROC-2014-93,
author = {Fabian Franzelin and Patrick Diehl and Dirk Pfl{\"u}ger and Marc Alexander Schweitzer},
title = {{Non-intrusive uncertainty quantification with sparse grids for multivariate peridynamic simulations}},
booktitle = {Meshfree Methods for Partial Differential Equations VII},
editor = {Michael Griebel and Marc Alexander Schweitzer},
publisher = {Sonstige},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {Lecture Notes in Computational Science and Engineering},
volume = {100},
type = {Conference Paper},
month = {January},
year = {2014},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-93&engl=1}
}
@inproceedings {INPROC-2014-92,
author = {Gerrit Buse and Dirk Pfl{\"u}ger and Riko Jacob},
title = {{Efficient Pseudorecursive Evaluation Schemes for Non-Adaptive Sparse Grids}},
booktitle = {Sparse Grids and Applications - Munich 2012},
editor = {Jochen Garcke and Dirk Pfl{\"u}ger},
publisher = {Springer International Publishing},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {Lecture Notes in Computational Science and Engineering},
volume = {97},
pages = {1--27},
type = {Conference Paper},
month = {January},
year = {2014},
isbn = {9783319045368},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-92&engl=1}
}
@inproceedings {INPROC-2014-91,
author = {Benjamin Peherstorfer and Fabian Franzelin and Dirk Pfl{\"u}ger and Hans-Joachim Bungartz},
title = {{Classification with Probability Density Estimation on Sparse Grids}},
booktitle = {Sparse Grids and Applications - Munich 2012},
editor = {Jochen Garcke and Dirk Pfl{\"u}ger},
publisher = {Springer International Publishing},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {Lecture Notes in Computational Science and Engineering},
volume = {97},
pages = {255--270},
type = {Conference Paper},
month = {January},
year = {2014},
isbn = {9783319045368},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-91&engl=1}
}
@inproceedings {INPROC-2014-90,
author = {Christoph Kowitz and Markus Hegland},
title = {{An Opticom Method for Computing Eigenpairs}},
booktitle = {Sparse Grids and Applications - Munich 2012},
editor = {Jochen Garcke and Dirk Pfl{\"u}ger},
publisher = {Springer International Publishing},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {Lecture Notes in Computational Science and Engineering},
volume = {97},
pages = {239--253},
type = {Conference Paper},
month = {January},
year = {2014},
isbn = {9781319045368},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-90&engl=1}
}
@inproceedings {INPROC-2014-89,
author = {Valeriy Khakhutskyy and Dirk Pfl{\"u}ger},
title = {{Alternating Direction Method of Multipliers for Hierarchical Basis Approximators}},
booktitle = {Sparse Grids and Applications - Munich 2012},
editor = {Jochen Garcke and Dirk Pfl{\"u}ger},
publisher = {Springer International Publishing},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {Lecture Notes in Computational Science and Engineering},
volume = {97},
pages = {221--238},
type = {Conference Paper},
month = {January},
year = {2014},
isbn = {9783319045368},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-89&engl=1}
}
@inproceedings {INPROC-2014-88,
author = {Valeriy Khakhutskyy and Dirk Pfl{\"u}ger and Markus Hegland},
title = {{Scalability and Fault Tolerance of the Alternating Direction Method of Multipliers for Sparse Grids}},
booktitle = {Parallel Computing: Accelerating Computational Science and Engineering (CSE)},
editor = {Michael Bader and Hans-Joachim Bungartz and A. Bode and M Gerndt and G.R. Joubert},
address = {Amsterdam},
publisher = {IOS Press},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {Advances in Parallel Computing},
volume = {25},
pages = {603--612},
type = {Conference Paper},
month = {March},
year = {2014},
isbn = {978-1-61499-3},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-88&engl=1}
}
@inproceedings {INPROC-2014-87,
author = {Mario Heene and Christoph Kowitz and Dirk Pfl{\"u}ger},
title = {{Load Balancing for Massively Parallel Computations with the Sparse Grid Combination Technique}},
booktitle = {Parallel Computing: Accelerating Computational Science and Engineering (CSE)},
editor = {Michael Bader and Hans-Joachim Bungartz and A. Bode and M Gerndt and G.R. Joubert},
address = {Amsterdam},
publisher = {IOS Press},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {Advances in Parallel Computing},
volume = {25},
pages = {574--583},
type = {Conference Paper},
month = {March},
year = {2014},
isbn = {978-1-61499-3},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-87&engl=1}
}
@inproceedings {INPROC-2014-86,
author = {Philipp Hupp and Riko Jacob and Mario Heene and Dirk Pfl{\"u}ger and Markus Hegland},
title = {{Global Communication Schemes for the Sparse Grid Combination Technique}},
booktitle = {Parallel Computing: Accelerating Computational Science and Engineering (CSE)},
editor = {Michael Bader and Hans-Joachim Bungartz and A. Bode and M Gerndt and G.R. Joubert},
address = {Amsterdam},
publisher = {IOS Press},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {Advances in Parallel Computing},
volume = {25},
pages = {564--573},
type = {Conference Paper},
month = {March},
year = {2014},
isbn = {978-1-61499-3},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-86&engl=1}
}
@inproceedings {INPROC-2014-85,
author = {Dirk Pfl{\"u}ger and Hans-Joachim Bungartz and Michael Griebel and Frank Jenko and Tilman Dannert and Mario Heene and Alfredo Parra Hinojosa and Christoph Kowitz and Peter Zaspel},
title = {{EXAHD: An Exa-Scalable Two-Level Sparse Grid Approach for Higher-Dimensional Problems in Plasma Physics and Beyond}},
booktitle = {Euro-Par 2014: Parallel Processing Workshops},
publisher = {Springer-Verlag},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
series = {Lecture Notes in Computer Science},
type = {Conference Paper},
month = {September},
year = {2014},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-85&engl=1}
}
@inproceedings {INPROC-2014-84,
author = {Benjamin Uekermann and Juan Carlos Cajas and Bernhard Gatzhammer and Guillaume Houzeaux and Miriam Mehl and Mariano Vazquez},
title = {{Towards Partitioned Fluid-Structure Interaction on Massively Parallel Systems}},
booktitle = {Proceedings of WCCM XI / ECCM V / ECFD VI},
publisher = {Sonstige},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
type = {Conference Paper},
month = {July},
year = {2014},
language = {German},
cr-category = {J.2 Physical Sciences and Engineering},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-84&engl=1}
}
@inproceedings {INPROC-2014-83,
author = {Benjamin Uekermann and Bernhard Gatzhammer and Miriam Mehl},
title = {{Coupling Algorithms for Partitioned Multi-Physics Simulations}},
booktitle = {Proceedings of the Informatik 2014 Conference},
publisher = {GI},
institution = {University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Germany},
type = {Conference Paper},
month = {September},
year = {2014},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2014-83&engl=1}
}
@article {ART-2014-17,
author = {Hans-Joachim Bungartz and Alexander Heinecke and Dirk Pfl{\"u}ger and Stefanie Schraufstetter},
title = {{Parallelizing a Black-Scholes solver based on finite elements and sparse grids}},
journal = {Concurrency and Computation: Practice and Experience},
publisher = {John Wiley \& Sons, Ltd},
pages = {1640--1653},
type = {Article in Journal},
month = {June},
year = {2014},
issn = {1532-0634},
doi = {10.1002/cpe.2837},
keywords = {Black-Scholes; option pricing; sparse grids; finite elements; parallelization; multi-core; OpenMP},
language = {English},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {We present the parallelization of a sparse grid finite element discretization
of the Black{\^a}€“Scholes equation, which is commonly used for option pricing.
Sparse grids allow to handle higher dimensional options than classical
approaches on full grids and can be extended to a fully adaptive discretization
method. We introduce the algorithmical structure of efficient algorithms
operating on sparse grids and demonstrate how they can be used to derive an
efficient parallelization with OpenMP of the Black{\^a}€“Scholes solver. We show
results on different commodity hardware systems based on multi-core
architectures with up to 24 cores and discuss the parallel performance using
Intel and Advanced Micro Devices (AMD) CPUs.},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=ART-2014-17&engl=1}
}
@article {ART-2014-16,
author = {Bijl Hester and Thomas Ertl and Miriam Mehl and Sabine Roller and D{\"o}rte Sternel},
title = {{ExaFSA -- Exascale Simulation of Fluid-Structure-Acoustics Interactions}},
journal = {inSiDE},
editor = {A. Bode and Th. Lippert and M. M. Resch},
publisher = {Sonstige},
volume = {12},
number = {1},
pages = {78--81},
type = {Article in Journal},
month = {January},
year = {2014},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=ART-2014-16&engl=1}
}
@book {BOOK-2014-02,
editor = {Jochen Garcke and Dirk Pfl{\"u}ger},
title = {{Sparse Grids and Applications - Munich 2012}},
publisher = {Springer International Publishing},
series = {Lecture Notes in Computational Science and Engineering},
type = {Book},
month = {January},
year = {2014},
isbn = {9783319045368},
language = {German},
cr-category = {I.6 Simulation and Modeling},
department = {University of Stuttgart, Institute of Parallel and Distributed Systems, Simulation of Large Systems},
abstract = {leer},
url = {http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=BOOK-2014-02&engl=1}
}
