Dirk Pflüger

126 papers A* 1A 5B 4C 7Misc 6Journal 48Unranked 48
YearRankTypeTitle / Venue / Authors
2026 J jnl
Asynchronous-many-task systems: Challenges and opportunities - Scaling an AMR astrophysics code on exascale machines using Kokkos and HPX.
Int. J. High Perform. Comput. Appl.
Gregor Daiß, Patrick Diehl, Jiakun Yan, John K. Holmen, Rahulkumar Gayatri, Christoph Junghans, Alexander Straub, Jeff R. Hammond, Dominic Marcello, Miwako Tsuji, Dirk Pflüger, Hartmut Kaiser
2026 J jnl
From Prompts to Performance: Evaluating LLMs for Task-based Parallel Code Generation.
CoRR
Linus Bantel, Moritz Strack, Alexander Strack, Dirk Pflüger
2026 J jnl
GPU-Resident Gaussian Process Regression Leveraging Asynchronous Tasks with HPX.
CoRR
Henrik Möllmann, Dirk Pflüger, Alexander Strack
2026 J jnl
Radiation Hydrodynamics at Scale: Comparing MPI and Asynchronous Many-Task Runtimes with FleCSI.
CoRR
Alexander Strack, Hartmut Kaiser, Dirk Pflüger
2025 J jnl
A HPX Communication Benchmark: Distributed FFT using Collectives.
CoRR
Alexander Strack, Dirk Pflüger
2025 J jnl
DisCoTec: Distributed higher-dimensional HPC simulations with the sparse grid combination technique.
J. Open Source Softw.
Theresa Pollinger, Marcel Hurler, Alexander Van Craen, Michael Obersteiner, Dirk Pflüger
2025 — conf
GPRat: Gaussian Process Regression with Asynchronous Tasks.
WAMTA
Maksim Helmann, Alexander Strack, Dirk Pflüger
2025 J jnl
GPRat: Gaussian Process Regression with Asynchronous Tasks.
CoRR
Maksim Helmann, Alexander Strack, Dirk Pflüger
2025 — conf
Large Language Models (LLMs) for Electronic Design Automation (EDA) : Special Session Paper.
SOCC
Kangwei Xu, Denis Schwachhofer, Jason Blocklove, Ilia Polian, Peter Domanski, Dirk Pflüger, Siddharth Garg, Ramesh Karri, Ozgur Sinanoglu, Johann Knechtel, Zhuorui Zhao, Ulf Schlichtmann, Bing Li
2025 J jnl
Large Language Models (LLMs) for Electronic Design Automation (EDA).
CoRR
Kangwei Xu, Denis Schwachhofer, Jason Blocklove, Ilia Polian, Peter Domanski, Dirk Pflüger, Siddharth Garg, Ramesh Karri, Ozgur Sinanoglu, Johann Knechtel, Zhuorui Zhao, Ulf Schlichtmann, Bing Li
2025 C conf
Parallel FFTW on RISC-V: A Comparative Study Including OpenMP, MPI, and HPX.
ISC
Alexander Strack, Christopher Taylor, Dirk Pflüger
2025 J jnl
Parallel FFTW on RISC-V: A Comparative Study including OpenMP, MPI, and HPX.
CoRR
Alexander Strack, Christopher Taylor, Dirk Pflüger
2024 — conf
A HPX Communication Benchmark: Distributed FFT Using Collectives.
Euro-Par Workshops (2)
Alexander Strack, Dirk Pflüger
2024 J jnl
Asynchronous-Many-Task Systems: Challenges and Opportunities - Scaling an AMR Astrophysics Code on Exascale machines using Kokkos and HPX.
CoRR
Gregor Daiß, Patrick Diehl, Jiakun Yan, John K. Holmen, Rahulkumar Gayatri, Christoph Junghans, Alexander Straub, Jeff R. Hammond, Dominic Marcello, Miwako Tsuji, Dirk Pflüger, Hartmut Kaiser
2024 — conf
Evaluation of SYCL's Different Data Parallel Kernels.
IWOCL
Marcel Breyer, Alexander Van Craen, Dirk Pflüger
2024 J jnl
Experiences Porting Distributed Applications to Asynchronous Tasks: A Multidimensional FFT Case-study.
CoRR
Alexander Strack, Christopher Taylor, Patrick Diehl, Dirk Pflüger
2024 — conf
Experiences Porting Shared and Distributed Applications to Asynchronous Tasks: A Multidimensional FFT Case-Study.
WAMTA
Alexander Strack, Christopher Taylor, Patrick Diehl, Dirk Pflüger
2024 — conf
Introduction to Parallel and Distributed Programming using N-Body Simulations.
SC Workshops
Alexander Van Craen, Marcel Breyer, Dirk Pflüger
2024 — conf
Large Language Model-Based Optimization for System-Level Test Program Generation.
DFT
Denis Schwachhofer, Peter Domanski, Steffen Becker, Stefan Wagner, Matthias Sauer, Dirk Pflüger, Ilia Polian
2024 J jnl
Large Language Models to Generate System-Level Test Programs Targeting Non-functional Properties.
CoRR
Denis Schwachhofer, Peter Domanski, Steffen Becker, Stefan Wagner, Matthias Sauer, Dirk Pflüger, Ilia Polian
2024 A conf
Realizing Joint Extreme-Scale Simulations on Multiple Supercomputers - Two Superfacility Case Studies.
SC
Theresa Pollinger, Alexander Van Craen, Philipp Offenhäuser, Dirk Pflüger
2024 J jnl
Research Data Management in Simulation Science: Infrastructure, Tools, and Applications.
Datenbank-Spektrum
Bernd Flemisch, Sibylle Hermann, Melanie Herschel, Dirk Pflüger, Jürgen Pleiss, Jan Range, Sarbani Roy, Makoto Takamoto, Benjamin Uekermann
2024 C conf
Short Paper: Evaluation of stdpar Compilers on a Kernel Matrix Assembly and a BLAS Level 3 SYMM Kernel.
ISPDC
Marcel Breyer, Alexander Van Craen, Dirk Pflüger
2024 J jnl
Simulating stellar merger using HPX/Kokkos on A64FX on Supercomputer Fugaku.
J. Supercomput.
Patrick Diehl, Gregor Daiß, Kevin A. Huck, Dominic Marcello, Sagiv Shiber, Hartmut Kaiser, Dirk Pflüger
2024 B conf
Training Large Language Models for System-Level Test Program Generation Targeting Non-functional Properties.
ETS
Denis Schwachhofer, Peter Domanski, Steffen Becker, Stefan Wagner, Matthias Sauer, Dirk Pflüger, Ilia Polian
2024 — conf
hws: A Tool for Monitoring Hardware Metrics Across Diverse Vendors: A Case Study on Hyperparameter Optimization Algorithms.
SC Workshops
Marcel Breyer, Alexander Van Craen, Peter Domanski, Dirk Pflüger
2023 J jnl
A stable and mass-conserving sparse grid combination technique with biorthogonal hierarchical basis functions for kinetic simulations.
J. Comput. Phys.
Theresa Pollinger, Johannes Rentrop, Dirk Pflüger, Katharina Kormann
2023 — conf
Blood Glucose Prediction for Type-1 Diabetics using Deep Reinforcement Learning.
ICDH
Peter Domanski, Aritra Ray, Farshad Firouzi, Kyle Lafata, Krishnendu Chakrabarty, Dirk Pflüger
2023 — conf
Comparing a Naive and a Tree-Based N-Body Algorithm using Different Standard SYCL Implementations on Various Hardware.
SC Workshops
Tim Thüring, Marcel Breyer, Dirk Pflüger
2023 J jnl
Deep learning based surrogate modeling for thermal plume prediction of groundwater heat pumps.
CoRR
Kyle Davis, Raphael Leiteritz, Dirk Pflüger, Miriam Schulte
2023 B conf
Learn to Tune: Robust Performance Tuning in Post-Silicon Validation.
ETS
Peter Domanski, Dirk Pflüger, Raphaël Latty
2023 A conf
Leveraging the Compute Power of Two HPC Systems for Higher-Dimensional Grid-Based Simulations with the Widely-Distributed Sparse Grid Combination Technique.
SC
Theresa Pollinger, Alexander Van Craen, Christoph Niethammer, Marcel Breyer, Dirk Pflüger
2023 — conf
Performance Evolution of Different SYCL Implementations based on the Parallel Least Squares Support Vector Machine Library.
IWOCL
Marcel Breyer, Alexander Van Craen, Dirk Pflüger
2023 — conf
Scalability of Gaussian Processes Using Asynchronous Tasks: A Comparison Between HPX and PETSc.
WAMTA
Alexander Strack, Dirk Pflüger
2023 — conf
Simulating Stellar Merger using HPX/Kokkos on A64FX on Supercomputer Fugaku.
IPDPS Workshops
Patrick Diehl, Gregor Daiß, Kevin A. Huck, Dominic Marcello, Sagiv Shiber, Hartmut Kaiser, Dirk Pflüger
2023 J jnl
Simulating Stellar Merger using HPX/Kokkos on A64FX on Supercomputer Fugaku.
CoRR
Patrick Diehl, Gregor Daiß, Kevin A. Huck, Dominic Marcello, Sagiv Shiber, Hartmut Kaiser, Dirk Pflüger
2023 — conf
Stellar Mergers with HPX-Kokkos and SYCL: Methods of using an Asynchronous Many-Task Runtime System with SYCL.
IWOCL
Gregor Daiß, Patrick Diehl, Hartmut Kaiser, Dirk Pflüger
2023 J jnl
Stellar Mergers with HPX-Kokkos and SYCL: Methods of using an Asynchronous Many-Task Runtime System with SYCL.
CoRR
Gregor Daiß, Patrick Diehl, Hartmut Kaiser, Dirk Pflüger
2022 — conf
A Comparison of SYCL, OpenCL, CUDA, and OpenMP for Massively Parallel Support Vector Machine Classification on Multi-Vendor Hardware.
IWOCL
Marcel Breyer, Alexander Van Craen, Dirk Pflüger
2022 J jnl
A Deep Learning Approach for Thermal Plume Prediction of Groundwater Heat Pumps.
CoRR
Raphael Leiteritz, Kyle Davis, Miriam Schulte, Dirk Pflüger
2022 J jnl
A mass-conserving sparse grid combination technique with biorthogonal hierarchical basis functions for kinetic simulations.
CoRR
Theresa Pollinger, Johannes Rentrop, Dirk Pflüger, Katharina Kormann
2022 J jnl
Distributed, combined CPU and GPU profiling within HPX using APEX.
CoRR
Patrick Diehl, Gregor Daiß, Kevin A. Huck, Dominic Marcello, Sagiv Shiber, Hartmut Kaiser, Juhan Frank, Geoffrey C. Clayton, Dirk Pflüger
2022 — conf
From Merging Frameworks to Merging Stars: Experiences using HPX, Kokkos and SIMD Types.
ESPM2@SC
Gregor Daiß, Srinivas Yadav Singanaboina, Patrick Diehl, Hartmut Kaiser, Dirk Pflüger
2022 J jnl
From Merging Frameworks to Merging Stars: Experiences using HPX, Kokkos and SIMD Types.
CoRR
Gregor Daiß, Srinivas Yadav Singanaboina, Patrick Diehl, Hartmut Kaiser, Dirk Pflüger
2022 — conf
From Task-Based GPU Work Aggregation to Stellar Mergers: Turning Fine-Grained CPU Tasks into Portable GPU Kernels.
P3HPC@SC
Gregor Daiß, Patrick Diehl, Dominic Marcello, Alireza Kheirkhahan, Hartmut Kaiser, Dirk Pflüger
2022 J jnl
From Task-Based GPU Work Aggregation to Stellar Mergers: Turning Fine-Grained CPU Tasks into Portable GPU Kernels.
CoRR
Gregor Daiß, Patrick Diehl, Dominic Marcello, Alireza Kheirkhahan, Hartmut Kaiser, Dirk Pflüger
2022 A conf
Intelligent Methods for Test and Reliability.
DATE
Hussam Amrouch, Jens Anders, Steffen Becker, Maik Betka, Gerd Bleher, Peter Domanski, Nourhan Elhamawy, Thomas Ertl, Athanasios Gatzastras, Paul R. Genssler, Sebastian Hasler, Martin Heinrich, André van Hoorn, Hanieh Jafarzadeh, Ingmar Kallfass, Florian Klemme, Steffen Koch, Ralf Küsters, Andrés Lalama, Raphaël Latty, Yiwen Liao, Natalia Lylina, Zahra Paria Najafi-Haghi, Dirk Pflüger, Ilia Polian, Jochen Rivoir, Matthias Sauer, Denis Schwachhofer, Steffen Templin, Christian Volmer, Stefan Wagner, Daniel Weiskopf, Hans-Joachim Wunderlich, Bin Yang, Martin Zimmermann
2022 B conf
Machine Learning for Test, Diagnosis, Post-Silicon Validation and Yield Optimization.
ETS
Hussam Amrouch, Krishnendu Chakrabarty, Dirk Pflüger, Ilia Polian, Matthias Sauer, Matteo Sonza Reorda
2022 J jnl
PDEBENCH: An Extensive Benchmark for Scientific Machine Learning.
CoRR
Makoto Takamoto, Timothy Praditia, Raphael Leiteritz, Daniel MacKinlay, Francesco Alesiani, Dirk Pflüger, Mathias Niepert
2022 A* conf
PDEBench: An Extensive Benchmark for Scientific Machine Learning.
NeurIPS
Makoto Takamoto, Timothy Praditia, Raphael Leiteritz, Daniel MacKinlay, Francesco Alesiani, Dirk Pflüger, Mathias Niepert
2022 J jnl
PLSSVM - Parallel Least Squares Support Vector Machine.
Softw. Impacts
Alexander Van Craen, Marcel Breyer, Dirk Pflüger
2022 — conf
PLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine.
IPDPS Workshops
Alexander Van Craen, Marcel Breyer, Dirk Pflüger
2022 J jnl
PLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine.
CoRR
Alexander Van Craen, Marcel Breyer, Dirk Pflüger
2022 — conf
Surrogate-data-enriched Physics-Aware Neural Networks.
NLDL
Raphael Leiteritz, Patrick Buchfink, Bernard Haasdonk, Dirk Pflüger
2021 J jnl
B-splines on sparse grids for surrogates in uncertainty quantification.
Reliab. Eng. Syst. Saf.
Michael F. Rehme, Fabian Franzelin, Dirk Pflüger
2021 — conf
Beyond Fork-Join: Integration of Performance Portable Kokkos Kernels with HPX.
IPDPS Workshops
Gregor Daiß, Mikael Simberg, Auriane Reverdell, John Biddiscombe, Theresa Pollinger, Hartmut Kaiser, Dirk Pflüger
2021 — conf
Distributing Higher-Dimensional Simulations Across Compute Systems: A Widely Distributed Combination Technique.
HiPar@SC
Theresa Pollinger, Marcel Hurler, Michael Obersteiner, Dirk Pflüger
2021 J jnl
How to Avoid Trivial Solutions in Physics-Informed Neural Networks.
CoRR
Raphael Leiteritz, Dirk Pflüger
2021 C conf
Learning Free-Surface Flow with Physics-Informed Neural Networks.
ICMLA
Raphael Leiteritz, Marcel Hurler, Dirk Pflüger
2021 J jnl
Learning Free-Surface Flow with Physics-Informed Neural Networks.
CoRR
Raphael Leiteritz, Marcel Hurler, Dirk Pflüger
2021 C conf
ORSA: Outlier Robust Stacked Aggregation for Best- and Worst-Case Approximations of Ensemble Systems.
ICMLA
Peter Domanski, Dirk Pflüger, Raphaël Latty, Jochen Rivoir
2021 J jnl
ORSA: Outlier Robust Stacked Aggregation for Best- and Worst-Case Approximations of Ensemble Systems\.
CoRR
Peter Domanski, Dirk Pflüger, Jochen Rivoir, Raphaël Latty
2021 C conf
Octo-Tiger's New Hydro Module and Performance Using HPX+CUDA on ORNL's Summit.
CLUSTER
Patrick Diehl, Gregor Daiß, Dominic Marcello, Kevin A. Huck, Sagiv Shiber, Hartmut Kaiser, Juhan Frank, Geoffrey C. Clayton, Dirk Pflüger
2021 J jnl
Octo-Tiger's New Hydro Module and Performance Using HPX+CUDA on ORNL's Summit.
CoRR
Patrick Diehl, Gregor Daiß, Dominic Marcello, Kevin A. Huck, Sagiv Shiber, Hartmut Kaiser, Juhan Frank, Dirk Pflüger
2021 J jnl
Performance Measurements Within Asynchronous Task-Based Runtime Systems: A Double White Dwarf Merger as an Application.
Comput. Sci. Eng.
Patrick Diehl, Dominic Marcello, Parsa Amini, Hartmut Kaiser, Sagiv Shiber, Geoffrey C. Clayton, Juhan Frank, Gregor Daiß, Dirk Pflüger, David Eder, Alice Koniges, Kevin A. Huck
2021 J jnl
Performance Measurements within Asynchronous Task-based Runtime Systems: A Double White Dwarf Merger as an Application.
CoRR
Patrick Diehl, Dominic Marcello, Parsa Amini, Hartmut Kaiser, Sagiv Shiber, Geoffrey C. Clayton, Juhan Frank, Gregor Daiß, Dirk Pflüger, David Eder, Alice Koniges, Kevin A. Huck
2021 — conf
Performance-Portable Distributed k-Nearest Neighbors using Locality-Sensitive Hashing and SYCL.
IWOCL
Marcel Breyer, Gregor Daiß, Dirk Pflüger
2021 J jnl
Self-Learning Tuning for Post-Silicon Validation.
CoRR
Peter Domanski, Dirk Pflüger, Jochen Rivoir, Raphaël Latty
2021 J jnl
Surrogate-data-enriched Physics-Aware Neural Networks.
CoRR
Raphael Leiteritz, Patrick Buchfink, Bernard Haasdonk, Dirk Pflüger
2020 — ch.
EXAHD: A Massively Parallel Fault Tolerant Sparse Grid Approach for High-Dimensional Turbulent Plasma Simulations.
Software for Exascale Computing
Rafael Lago, Michael Obersteiner, Theresa Pollinger, Johannes Rentrop, Hans-Joachim Bungartz, Tilman Dannert, Michael Griebel, Frank Jenko, Dirk Pflüger
2020 J jnl
Gradient-Based Two-Scale Topology Optimization With B-Splines on Sparse Grids.
SIAM J. Sci. Comput.
Julian Valentin, Daniel Hübner, Michael Stingl, Dirk Pflüger
2019 J jnl
From Piz Daint to the Stars: Simulation of Stellar Mergers using High-Level Abstractions.
CoRR
Gregor Daiß, Parsa Amini, John Biddiscombe, Patrick Diehl, Juhan Frank, Kevin A. Huck, Hartmut Kaiser, Dominic Marcello, David Pfander, Dirk Pflüger
2019 A conf
From piz daint to the stars: simulation of stellar mergers using high-level abstractions.
SC
Gregor Daiß, Parsa Amini, John Biddiscombe, Patrick Diehl, Juhan Frank, Kevin A. Huck, Hartmut Kaiser, Dominic Marcello, David Pfander, Dirk Pflüger
2019 J jnl
Harnessing billions of tasks for a scalable portable hydrodynamic simulation of the merger of two stars.
Int. J. High Perform. Comput. Appl.
Thomas Heller, Bryce Adelstein-Lelbach, Kevin A. Huck, John Biddiscombe, Patricia Grubel, Alice E. Koniges, Matthias Kretz, Dominic Marcello, David Pfander, Adrian Serio, Frank J. Seinstra, Geoffrey C. Clayton, Dirk Pflüger, David Eder, Hartmut Kaiser
2019 J jnl
Heterogeneous Distributed Big Data Clustering on Sparse Grids.
Algorithms
David Pfander, Gregor Daiß, Dirk Pflüger
2019 — conf
Learning-Based Load Balancing for Massively Parallel Simulations of Hot Fusion Plasmas.
PARCO
Theresa Pollinger, Dirk Pflüger
2019 — conf
Load-Balancing for Large-Scale Soot Particle Agglomeration Simulations.
PARCO
Steffen Hirschmann, Andreas Kronenburg, Colin W. Glass, Dirk Pflüger
2018 — conf
Accelerating Octo-Tiger: Stellar Mergers on Intel Knights Landing with HPX.
IWOCL
David Pfander, Gregor Daiß, Dominic Marcello, Hartmut Kaiser, Dirk Pflüger
2018 — conf
AutoTuneTMP: Auto-Tuning in C++ With Runtime Template Metaprogramming.
IPDPS Workshops
David Pfander, Malte Brunn, Dirk Pflüger
2018 J jnl
Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario.
CoRR
Markus Köppel, Fabian Franzelin, Ilja Kröker, Sergey Oladyshkin, Gabriele Santin, Dominik Wittwar, Andrea Barth, Bernard Haasdonk, Wolfgang Nowak, Dirk Pflüger, Christian Rohde
2017 — conf
A highly scalable, algorithm-based fault-tolerant solver for gyrokinetic plasma simulations.
ScalA@SC
Michael Obersteiner, Alfredo Parra-Hinojosa, Mario Heene, Hans-Joachim Bungartz, Dirk Pflüger
2017 — conf
Load Balancing with p4est for Short-Range Molecular Dynamics with ESPResSo.
PARCO
Steffen Hirschmann, Malte Brunn, Michael Lahnert, Colin W. Glass, Miriam Mehl, Dirk Pflüger
2017 J jnl
Visualization of fracture progression in peridynamics.
Comput. Graph.
Michael Bußler, Patrick Diehl, Dirk Pflüger, Steffen Frey, Filip Sadlo, Thomas Ertl, Marc Alexander Schweitzer
2016 — conf
A Massively-Parallel, Fault-Tolerant Solver for High-Dimensional PDEs.
Euro-Par Workshops
Mario Heene, Alfredo Parra-Hinojosa, Hans-Joachim Bungartz, Dirk Pflüger
2016 — conf
Computational Efficiency vs. Maintainability and Portability. Experiences with the Sparse Grid Code SG++.
SE-HPCCSE@SC
Dirk Pflüger, David Pfander
2016 J jnl
Data mining on vast data sets as a cluster system benchmark.
Concurr. Comput. Pract. Exp.
Alexander Heinecke, Roman Karlstetter, Dirk Pflüger, Hans-Joachim Bungartz
2016 J jnl
Global communication schemes for the numerical solution of high-dimensional PDEs.
Parallel Comput.
Philipp Hupp, Mario Heene, Riko Jacob, Dirk Pflüger
2016 — ch.
Recent Developments in the Theory and Application of the Sparse Grid Combination Technique.
Software for Exascale Computing
Markus Hegland, Brendan Harding, Christoph Kowitz, Dirk Pflüger, Peter E. Strazdins
2016 — ch.
Scalable Algorithms for the Solution of Higher-Dimensional PDEs.
Software for Exascale Computing
Mario Heene, Dirk Pflüger
2016 J jnl
The SE/MP Trade-off in Simulation Software Engineering: Examples and a Preliminary Systematic Literature Review.
CoRR
Dirk Pflüger, Miriam Mehl, Julian Valentin, Florian Lindner, Stefan Wagner, Daniel Graziotin, Yang Wang
2016 — conf
The Scalability-Efficiency/Maintainability-Portability Trade-Off in Simulation Software Engineering: Examples and a Preliminary Systematic Literature Review.
SE-HPCCSE@SC
Dirk Pflüger, Miriam Mehl, Julian Valentin, Florian Lindner, David Pfander, Stefan Wagner, Daniel Graziotin, Yang Wang
2016 — conf
Towards Understanding Optimal Load-Balancing of Heterogeneous Short-Range Molecular Dynamics.
HiPC Workshops
Steffen Hirschmann, Dirk Pflüger, Colin W. Glass
2015 — conf
Efficient and scalable distributed-memory hierarchization algorithms for the sparse grid combination technique.
PARCO
Mario Heene, Dirk Pflüger
2015 — conf
Simulation software engineering: experiences and challenges.
SE-HPCCSE@SC
Stefan Wagner, Dirk Pflüger, Miriam Mehl
2014 A conf
Density Estimation with Adaptive Sparse Grids for Large Data Sets.
SDM
Benjamin Peherstorfer, Dirk Pflüger, Hans-Joachim Bungartz
2014 — conf
EXAHD: An Exa-scalable Two-Level Sparse Grid Approach for Higher-Dimensional Problems in Plasma Physics and Beyond.
Euro-Par Workshops (2)
Dirk Pflüger, Hans-Joachim Bungartz, Michael Griebel, Frank Jenko, Tilman Dannert, Mario Heene, Christoph Kowitz, Alfredo Parra-Hinojosa, Peter Zaspel
2014 — book
Modeling and Simulation - An Application-Oriented Introduction.
Hans-Joachim Bungartz, Stefan Zimmer, Martin Buchholz, Dirk Pflüger
2014 J jnl
Parallelizing a Black-Scholes solver based on finite elements and sparse grids.
Concurr. Comput. Pract. Exp.
Hans-Joachim Bungartz, Alexander Heinecke, Dirk Pflüger, Stefanie Schraufstetter
2013 J jnl
Emerging Architectures Enable to Boost Massively Parallel Data Mining Using Adaptive Sparse Grids.
Int. J. Parallel Program.
Alexander Heinecke, Dirk Pflüger
2013 — conf
Global Communication Schemes for the Sparse Grid Combination Technique.
PARCO
Philipp Hupp, Riko Jacob, Mario Heene, Dirk Pflüger, Markus Hegland
2013 — conf
High-Dimensional Meets Parallel: Algorithms and Applications.
PARCO
Hans-Joachim Bungartz, Dirk Pflüger, Markus Hegland
2013 — conf
Image Segmentation with Adaptive Sparse Grids.
Australasian Conference on Artificial Intelligence
Benjamin Peherstorfer, Julius Adorf, Dirk Pflüger, Hans-Joachim Bungartz
2013 — conf
Load Balancing for Massively Parallel Computations with the Sparse Grid Combination Technique.
PARCO
Mario Heene, Christoph Kowitz, Dirk Pflüger
2013 — book
Modellbildung und Simulation - Eine anwendungsorientierte Einführung, 2. Auflage.
Hans-Joachim Bungartz, Stefan Zimmer, Martin Buchholz, Dirk Pflüger
2013 — conf
Scalability and Fault Tolerance of the Alternating Direction Method of Multipliers for Sparse Grids.
PARCO
Valeriy Khakhutskyy, Dirk Pflüger, Markus Hegland
2012 C conf
A Non-static Data Layout Enhancing Parallelism and Vectorization in Sparse Grid Algorithms.
ISPDC
Gerrit Buse, Dirk Pflüger, Alin Florindor Murarasu, Riko Jacob
2012 C conf
A Parallel and Distributed Surrogate Model Implementation for Computational Steering.
ISPDC
Daniel Butnaru, Gerrit Buse, Dirk Pflüger
2012 Misc conf
Clustering Based on Density Estimation with Sparse Grids.
KI
Benjamin Peherstorfer, Dirk Pflüger, Hans-Joachim Bungartz
2012 — conf
Fast Insight into High-Dimensional Parametrized Simulation Data.
ICMLA (2)
Daniel Butnaru, Benjamin Peherstorfer, Hans-Joachim Bungartz, Dirk Pflüger
2012 Misc conf
Fastsg: A Fast Routines Library for Sparse Grids.
ICCS
Alin Florindor Murarasu, Gerrit Buse, Dirk Pflüger, Josef Weidendorfer, Arndt Bode
2012 — conf
Hybrid parallel solutions of the Black-Scholes PDE with the truncated combination technique.
HPCS
Janos Benk, Dirk Pflüger
2012 J jnl
Option pricing with a direct adaptive sparse grid approach.
J. Comput. Appl. Math.
Hans-Joachim Bungartz, Alexander Heinecke, Dirk Pflüger, Stefanie Schraufstetter
2012 — conf
Sparse grid classifiers as base learners for AdaBoost.
HPCS
Alexander Heinecke, Benjamin Peherstorfer, Dirk Pflüger, Zhongwen Song
2011 — conf
A Sparse-Grid-Based Out-of-Sample Extension for Dimensionality Reduction and Clustering with Laplacian Eigenmaps.
Australasian Conference on Artificial Intelligence
Benjamin Peherstorfer, Dirk Pflüger, Hans-Joachim Bungartz
2011 B conf
Compact data structure and scalable algorithms for the sparse grid technique.
PPoPP
Alin Florindor Murarasu, Josef Weidendorfer, Gerrit Buse, Daniel Butnaru, Dirk Pflüger
2011 — conf
Extending a Highly Parallel Data Mining Algorithm to the Intel ® Many Integrated Core Architecture.
Euro-Par Workshops (2)
Alexander Heinecke, Michael Klemm, Dirk Pflüger, Arndt Bode, Hans-Joachim Bungartz
2011 — conf
Multi- and many-core data mining with adaptive sparse grids.
Conf. Computing Frontiers
Alexander Heinecke, Dirk Pflüger
2011 Misc conf
Towards High-Dimensional Computational Steering of Precomputed Simulation Data using Sparse Grids.
ICCS
Daniel Butnaru, Dirk Pflüger, Hans-Joachim Bungartz
2011 — conf
Towards High-Performance Implementations of a Custom HPC Kernel Using ® Array Building Blocks.
Facing the Multicore-Challenge
Alexander Heinecke, Michael Klemm, Hans Pabst, Dirk Pflüger
2010 — conf
Parallelizing a Black-Scholes solver based on finite elements and sparse grids.
IPDPS Workshops
Hans-Joachim Bungartz, Alexander Heinecke, Dirk Pflüger, Stefanie Schraufstetter
2010 — —
Spatially Adaptive Sparse Grids for High-Dimensional Problems.
Dirk Pflüger
2010 J jnl
Spatially adaptive sparse grids for high-dimensional data-driven problems.
J. Complex.
Dirk Pflüger, Benjamin Peherstorfer, Hans-Joachim Bungartz
2009 — book
Modellbildung und Simulation - Eine anwendungsorientierte Einführung.
Hans-Joachim Bungartz, Stefan Zimmer, Martin Buchholz, Dirk Pflüger
2007 Misc conf
Adaptive Sparse Grid Classification Using Grid Environments.
International Conference on Computational Science (1)
Dirk Pflüger, Ioan Lucian Muntean, Hans-Joachim Bungartz
2006 Misc conf
Adaptive Sparse Grid Techniques for Data Mining.
HPSC
Hans-Joachim Bungartz, Dirk Pflüger, Stefan Zimmer
2004 Misc conf
Application of Machine Learning Techniques to the Re-ranking of Search Results.
KI
Martin Buchholz, Dirk Pflüger, Josiah Poon