| 2024 | ETS | Training Large Language Models for System-Level Test Program Generation Targeting Non-functional Properties. | Denis Schwachhofer, Peter Domanski, Steffen Becker, Stefan Wagner, Matthias Sauer, Dirk Pflger, Ilia Polian |
| 2024 | EuroPar | A HPX Communication Benchmark: Distributed FFT Using Collectives. | Alexander Strack, Dirk Pflger |
| 2024 | ISPDC | Short Paper: Evaluation of stdpar Compilers on a Kernel Matrix Assembly and a BLAS Level 3 SYMM Kernel. | Marcel Breyer, Alexander Van Craen, Dirk Pflger |
| 2024 | SC | hws: A Tool for Monitoring Hardware Metrics Across Diverse Vendors: A Case Study on Hyperparameter Optimization Algorithms. | Marcel Breyer, Alexander Van Craen, Peter Domanski, Dirk Pflger |
| 2024 | SC | Introduction to Parallel and Distributed Programming using N-Body Simulations. | Alexander Van Craen, Marcel Breyer, Dirk Pflger |
| 2024 | SC | Realizing Joint Extreme-Scale Simulations on Multiple Supercomputers - Two Superfacility Case Studies. | Theresa Pollinger, Alexander Van Craen, Philipp Offenhuser, Dirk Pflger |
| 2023 | ETS | Learn to Tune: Robust Performance Tuning in Post-Silicon Validation. | Peter Domanski, Dirk Pflger, Raphal Latty |
| 2023 | SC | Leveraging the Compute Power of Two HPC Systems for Higher-Dimensional Grid-Based Simulations with the Widely-Distributed Sparse Grid Combination Technique. | Theresa Pollinger, Alexander Van Craen, Christoph Niethammer, Marcel Breyer, Dirk Pflger |
| 2023 | SC | Comparing a Naive and a Tree-Based N-Body Algorithm using Different Standard SYCL Implementations on Various Hardware. | Tim Thring, Marcel Breyer, Dirk Pflger |
| 2022 | DATE | Intelligent Methods for Test and Reliability. | 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, Andr van Hoorn, Hanieh Jafarzadeh, Ingmar Kallfass, Florian Klemme, Steffen Koch, Ralf Ksters, Andrs Lalama, Raphal Latty, Yiwen Liao, Natalia Lylina, Zahra Paria Najafi-Haghi, Dirk Pflger, Ilia Polian, Jochen Rivoir, Matthias Sauer, Denis Schwachhofer, Steffen Templin, Christian Volmer, Stefan Wagner, Daniel Weiskopf, Hans-Joachim Wunderlich, Bin Yang, Martin Zimmermann |
| 2022 | ETS | Machine Learning for Test, Diagnosis, Post-Silicon Validation and Yield Optimization. | Hussam Amrouch, Krishnendu Chakrabarty, Dirk Pflger, Ilia Polian, Matthias Sauer, Matteo Sonza Reorda |
| 2021 | CLUSTER | Octo-Tiger's New Hydro Module and Performance Using HPX+CUDA on ORNL's Summit. | Patrick Diehl, Gregor Dai, Dominic Marcello, Kevin A. Huck, Sagiv Shiber, Hartmut Kaiser, Juhan Frank, Geoffrey C. Clayton, Dirk Pflger |
| 2021 | ICMLA | ORSA: Outlier Robust Stacked Aggregation for Best- and Worst-Case Approximations of Ensemble Systems. | Peter Domanski, Dirk Pflger, Raphal Latty, Jochen Rivoir |
| 2021 | ICMLA | Learning Free-Surface Flow with Physics-Informed Neural Networks. | Raphael Leiteritz, Marcel Hurler, Dirk Pflger |
| 2021 | SC | Distributing Higher-Dimensional Simulations Across Compute Systems: A Widely Distributed Combination Technique. | Theresa Pollinger, Marcel Hurler, Michael Obersteiner, Dirk Pflger |
| 2019 | SC | From piz daint to the stars: simulation of stellar mergers using high-level abstractions. | Gregor Dai, Parsa Amini, John Biddiscombe, Patrick Diehl, Juhan Frank, Kevin A. Huck, Hartmut Kaiser, Dominic Marcello, David Pfander, Dirk Pflger |
| 2017 | SC | A highly scalable, algorithm-based fault-tolerant solver for gyrokinetic plasma simulations. | Michael Obersteiner, Alfredo Parra-Hinojosa, Mario Heene, Hans-Joachim Bungartz, Dirk Pflger |
| 2016 | EuroPar | A Massively-Parallel, Fault-Tolerant Solver for High-Dimensional PDEs. | Mario Heene, Alfredo Parra-Hinojosa, Hans-Joachim Bungartz, Dirk Pflger |
| 2016 | HiPC | Towards Understanding Optimal Load-Balancing of Heterogeneous Short-Range Molecular Dynamics. | Steffen Hirschmann, Dirk Pflger, Colin W. Glass |
| 2016 | SC | The Scalability-Efficiency/Maintainability-Portability Trade-Off in Simulation Software Engineering: Examples and a Preliminary Systematic Literature Review. | Dirk Pflger, Miriam Mehl, Julian Valentin, Florian Lindner, David Pfander, Stefan Wagner, Daniel Graziotin, Yang Wang |
| 2016 | SC | Computational Efficiency vs. Maintainability and Portability. Experiences with the Sparse Grid Code SG++. | Dirk Pflger, David Pfander |
| 2015 | SC | Simulation software engineering: experiences and challenges. | Stefan Wagner, Dirk Pflger, Miriam Mehl |
| 2014 | EuroPar | EXAHD: An Exa-scalable Two-Level Sparse Grid Approach for Higher-Dimensional Problems in Plasma Physics and Beyond. | Dirk Pflger, Hans-Joachim Bungartz, Michael Griebel, Frank Jenko, Tilman Dannert, Mario Heene, Christoph Kowitz, Alfredo Parra-Hinojosa, Peter Zaspel |
| 2014 | SDM | Density Estimation with Adaptive Sparse Grids for Large Data Sets. | Benjamin Peherstorfer, Dirk Pflger, Hans-Joachim Bungartz |
| 2012 | ICMLA | Fast Insight into High-Dimensional Parametrized Simulation Data. | Daniel Butnaru, Benjamin Peherstorfer, Hans-Joachim Bungartz, Dirk Pflger |
| 2012 | ISPDC | A Non-static Data Layout Enhancing Parallelism and Vectorization in Sparse Grid Algorithms. | Gerrit Buse, Dirk Pflger, Alin Florindor Murarasu, Riko Jacob |
| 2012 | ISPDC | A Parallel and Distributed Surrogate Model Implementation for Computational Steering. | Daniel Butnaru, Gerrit Buse, Dirk Pflger |
| 2012 | KI | Clustering Based on Density Estimation with Sparse Grids. | Benjamin Peherstorfer, Dirk Pflger, Hans-Joachim Bungartz |
| 2011 | EuroPar | Extending a Highly Parallel Data Mining Algorithm to the Intel Many Integrated Core Architecture. | Alexander Heinecke, Michael Klemm, Dirk Pflger, Arndt Bode, Hans-Joachim Bungartz |
| 2011 | PPoPP | Compact data structure and scalable algorithms for the sparse grid technique. | Alin Florindor Murarasu, Josef Weidendorfer, Gerrit Buse, Daniel Butnaru, Dirk Pflger |
| 2007 | ICCS | Adaptive Sparse Grid Classification Using Grid Environments. | Dirk Pflger, Ioan Lucian Muntean, Hans-Joachim Bungartz |
| 2006 | HPSC | Adaptive Sparse Grid Techniques for Data Mining. | Hans-Joachim Bungartz, Dirk Pflger, Stefan Zimmer |
| 2004 | KI | Application of Machine Learning Techniques to the Re-ranking of Search Results. | Martin Buchholz, Dirk Pflger, Josiah Poon |