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ORCIDHans-Joachim Bungartz
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- affiliation: Technical University Munich, Germany
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2020 – today
- 2024
[j52]Kislaya Ravi
, Vladyslav Fediukov, Felix Dietrich, Tobias Neckel, Fabian Buse, Michael Bergmann, Hans-Joachim Bungartz:
Multi-fidelity Gaussian process surrogate modeling for regression problems in physics. Mach. Learn. Sci. Technol. 5(4): 45015 (2024)- [c62]Paul Wiessner, Grigor Bezirganyan, Sana Sellami, Richard Chbeir, Hans-Joachim Bungartz:
Anomaly Detection from Time Series Under Uncertainty. DaWaK 2024: 231-238 - [i22]Kislaya Ravi, Vladyslav Fediukov, Felix Dietrich, Tobias Neckel, Fabian Buse, Michael Bergmann, Hans-Joachim Bungartz:
Multi-fidelity Gaussian process surrogate modeling for regression problems in physics. CoRR abs/2404.11965 (2024) - 2023
- [j51]Samuel James Newcome, Fabio Alexander Gratl, Philipp Neumann, Hans-Joachim Bungartz:
Towards auto-tuning Multi-Site Molecular Dynamics simulations with AutoPas. J. Comput. Appl. Math. 433: 115278 (2023) - [j50]Markus Scheidgen, Lauri Himanen, Alvin N. Ladines, David Sikter, Mohammad Nakhaee, Ádám Fekete, Theodore Chang, Amir Golparvar, José A. Márquez, Sandor Brockhauser, Sebastian Brückner, Luca M. Ghiringhelli, Felix Dietrich, Daniel Lehmberg, Thea Denell, Andrea Albino, Hampus Näsström, Sherjeel Shabih, Florian Dobener, Markus Kühbach, Rubel Mozumder, Joseph F. Rudzinski, Nathan Daelman, José M. Pizarro, Martin Kuban, Cuauhtemoc Salazar, Pavel Ondracka, Hans-Joachim Bungartz, Claudia Draxl:
NOMAD: A distributed web-based platform for managing materials science research data. J. Open Source Softw. 8(90): 5388 (2023) - [i21]Kislaya Ravi, Tobias Neckel, Hans-Joachim Bungartz:
Multi-fidelity No-U-Turn Sampling. CoRR abs/2310.02703 (2023) - [i20]Keerthi Gaddameedi, Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz:
Efficient and Scalable Kernel Matrix Approximations using Hierarchical Decomposition. CoRR abs/2311.06115 (2023) - [i19]Atul Agrawal, Kislaya Ravi, Phaedon-Stelios Koutsourelakis, Hans-Joachim Bungartz:
Multi-fidelity Constrained Optimization for Stochastic Black Box Simulators. CoRR abs/2311.15137 (2023) - 2022
- [j49]Fabio Alexander Gratl, Steffen Seckler, Hans-Joachim Bungartz, Philipp Neumann:
N ways to simulate short-range particle systems: Automated algorithm selection with the node-level library AutoPas. Comput. Phys. Commun. 273: 108262 (2022) - [j48]Timo Betcke, Hans-Joachim Bungartz, Garth N. Wells, Scott M. Woodley:
ExCALIBUR - U.K.'s Preparation for the Arrival of the Next Generation of HPC. Comput. Sci. Eng. 24(1): 5-7 (2022) - [j47]Emmanuel Agullo, Mirco Altenbernd, Hartwig Anzt, Leonardo Bautista-Gomez, Tommaso Benacchio, Luca Bonaventura, Hans-Joachim Bungartz, Sanjay Chatterjee, Florina M. Ciorba, Nathan DeBardeleben, Daniel Drzisga, Sebastian Eibl, Christian Engelmann, Wilfried N. Gansterer, Luc Giraud, Dominik Göddeke, Marco Heisig, Fabienne Jézéquel, Nils Kohl, Xiaoye Sherry Li, Romain Lion, Miriam Mehl, Paul Mycek, Michael Obersteiner, Enrique S. Quintana-Ortí, Francesco Rizzi, Ulrich Rüde, Martin Schulz, Fred Fung, Robert Speck, Linda Stals, Keita Teranishi, Samuel Thibault, Dominik Thönnes, Andreas Wagner, Barbara I. Wohlmuth:
Resiliency in numerical algorithm design for extreme scale simulations. Int. J. High Perform. Comput. Appl. 36(2): 251-285 (2022) - [j46]Julia Konrad, Ionut-Gabriel Farcas, Benjamin Peherstorfer, Alessandro Di Siena, Frank Jenko, Tobias Neckel, Hans-Joachim Bungartz:
Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis. J. Comput. Phys. 451: 110898 (2022) - [c61]Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz:
Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs. PPAM (1) 2022: 139-152 - [i18]Qinyu Zhuang, Dirk Hartmann, Hans-Joachim Bungartz, Juan Manuel Lorenzi:
Active-learning-based non-intrusive Model Order Reduction. CoRR abs/2204.08523 (2022) - [i17]Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz:
Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs. CoRR abs/2208.02017 (2022) - [i16]Ionut-Gabriel Farcas, Benjamin Peherstorfer, Tobias Neckel, Frank Jenko, Hans-Joachim Bungartz:
Context-aware learning of hierarchies of low-fidelity models for multi-fidelity uncertainty quantification. CoRR abs/2211.10835 (2022) - 2021
- [j45]Steffen Seckler, Fabio Alexander Gratl, Matthias Heinen, Jadran Vrabec, Hans-Joachim Bungartz, Philipp Neumann:
AutoPas in ls1 mardyn: Massively parallel particle simulations with node-level auto-tuning. J. Comput. Sci. 50: 101296 (2021) - [j44]Chao Chen, Severin Reiz, Chenhan D. Yu, Hans-Joachim Bungartz, George Biros:
Fast Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron. SIAM J. Matrix Anal. Appl. 42(1): 165-184 (2021) - [j43]Michael Obersteiner, Hans-Joachim Bungartz:
A Generalized Spatially Adaptive Sparse Grid Combination Technique with Dimension-wise Refinement. SIAM J. Sci. Comput. 43(4): A2381-A2403 (2021) - [i15]Keefe Huang, Moritz Krügener, Alistair Brown, Friedrich Menhorn, Hans-Joachim Bungartz, Dirk Hartmann:
Machine Learning-Based Optimal Mesh Generation in Computational Fluid Dynamics. CoRR abs/2102.12923 (2021) - [i14]Qinyu Zhuang, Juan Manuel Lorenzi, Hans-Joachim Bungartz, Dirk Hartmann:
Model Order Reduction based on Runge-Kutta Neural Network. CoRR abs/2103.13805 (2021) - [i13]Gerasimos Chourdakis, Kyle Davis, Benjamin Rodenberg, Miriam Schulte, Frédéric Simonis, Benjamin Uekermann, Georg Abrams, Hans-Joachim Bungartz, Lucia Cheung Yau, Ishaan Desai, Konrad Eder, Richard Hertrich, Florian Lindner, Alexander Rusch, Dmytro Sashko, David Schneider, Amin Totounferoush, Dominik Volland, Peter Vollmer, Oguz Ziya Koseomur:
preCICE v2: A Sustainable and User-Friendly Coupling Library. CoRR abs/2109.14470 (2021) - 2020
- [j42]Ionut-Gabriel Farcas, Tobias Görler, Hans-Joachim Bungartz, Frank Jenko, Tobias Neckel:
Sensitivity-driven adaptive sparse stochastic approximations in plasma microinstability analysis. J. Comput. Phys. 410: 109394 (2020) - [j41]Daniel Lehmberg, Felix Dietrich, Gerta Köster, Hans-Joachim Bungartz:
datafold: data-driven models for point clouds and time series on manifolds. J. Open Source Softw. 5(51): 2283 (2020) - [j40]Ionut-Gabriel Farcas, Jonas Latz, Elisabeth Ullmann, Tobias Neckel, Hans-Joachim Bungartz:
Multilevel Adaptive Sparse Leja Approximations for Bayesian Inverse Problems. SIAM J. Sci. Comput. 42(1): A424-A451 (2020) - [p4]Hans-Joachim Bungartz, Wolfgang E. Nagel, Philipp Neumann, Severin Reiz, Benjamin Uekermann:
Software for Exascale Computing: Some Remarks on the Priority Program SPPEXA. Software for Exascale Computing 2020: 3-18 - [p3]Rafael Lago, Michael Obersteiner, Theresa Pollinger, Johannes Rentrop, Hans-Joachim Bungartz, Tilman Dannert, Michael Griebel, Frank Jenko, Dirk Pflüger:
EXAHD: A Massively Parallel Fault Tolerant Sparse Grid Approach for High-Dimensional Turbulent Plasma Simulations. Software for Exascale Computing 2020: 301-329 - [e6]Hans-Joachim Bungartz, Severin Reiz, Benjamin Uekermann, Philipp Neumann, Wolfgang E. Nagel:
Software for Exascale Computing - SPPEXA 2016-2019. Lecture Notes in Computational Science and Engineering 136, Springer 2020, ISBN 978-3-030-47955-8 [contents] - [i12]Benjamin Rüth, Benjamin Uekermann, Miriam Mehl, Philipp Birken, Azahar Monge, Hans-Joachim Bungartz:
Quasi-Newton Waveform Iteration for Partitioned Fluid-Structure Interaction. CoRR abs/2001.02654 (2020) - [i11]Emmanuel Agullo, Mirco Altenbernd, Hartwig Anzt, Leonardo Bautista-Gomez, Tommaso Benacchio, Luca Bonaventura, Hans-Joachim Bungartz, Sanjay Chatterjee, Florina M. Ciorba, Nathan DeBardeleben, Daniel Drzisga, Sebastian Eibl, Christian Engelmann, Wilfried N. Gansterer, Luc Giraud, Dominik Göddeke, Marco Heisig, Fabienne Jézéquel, Nils Kohl, Xiaoye Sherry Li, Romain Lion, Miriam Mehl, Paul Mycek, Michael Obersteiner, Enrique S. Quintana-Ortí, Francesco Rizzi, Ulrich Rüde, Martin Schulz, Fred Fung, Robert Speck, Linda Stals, Keita Teranishi, Samuel Thibault, Dominik Thönnes, Andreas Wagner, Barbara I. Wohlmuth:
Resiliency in Numerical Algorithm Design for Extreme Scale Simulations. CoRR abs/2010.13342 (2020)
2010 – 2019
- 2019
- [j39]Nikola Tchipev, Steffen Seckler, Matthias Heinen, Jadran Vrabec, Fabio Alexander Gratl, Martin Horsch, Martin Bernreuther, Colin W. Glass, Christoph Niethammer, Nicolay Hammer, Bernd Krischok, Michael Resch, Dieter Kranzlmüller, Hans Hasse, Hans-Joachim Bungartz, Philipp Neumann:
TweTriS: Twenty trillion-atom simulation. Int. J. High Perform. Comput. Appl. 33(5) (2019) - [c60]Fabio Alexander Gratl, Steffen Seckler, Nikola Tchipev, Hans-Joachim Bungartz, Philipp Neumann:
AutoPas: Auto-Tuning for Particle Simulations. IPDPS Workshops 2019: 748-757 - [c59]Hans-Joachim Bungartz, Christian Carbogno, Martin Galgon, Thomas Huckle, Simone S. Köcher, Hagen-Henrik Kowalski, Pavel Kus, Bruno Lang, Hermann Lederer, Valeriy Manin, Andreas Marek, Karsten Reuter, Michael Rippl, Matthias Scheffler, Christoph Scheurer:
ELPA: A Parallel Solver for the Generalized Eigenvalue Problem. PARCO 2019: 647-668 - [c58]Michael Riesch, Nikola Tchipev, Hans-Joachim Bungartz, Christian Jirauschek:
Numerical Simulation of the Quantum Cascade Laser Dynamics on Parallel Architectures. PASC 2019: 5:1-5:8 - [i10]Ionut-Gabriel Farcas, Jonas Latz, Elisabeth Ullmann, Tobias Neckel, Hans-Joachim Bungartz:
Multilevel adaptive sparse Leja approximations for Bayesian inverse problems. CoRR abs/1904.12204 (2019) - [i9]Chao Chen, Severin Reiz, Chenhan D. Yu, Hans-Joachim Bungartz, George Biros:
Fast Evaluation and Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron. CoRR abs/1910.12184 (2019) - 2018
- [j38]Ionut-Gabriel Farcas, Benjamin Uekermann, Tobias Neckel, Hans-Joachim Bungartz:
Nonintrusive Uncertainty Analysis of Fluid-Structure Interaction with Spatially Adaptive Sparse Grids and Polynomial Chaos Expansion. SIAM J. Sci. Comput. 40(2) (2018) - [c57]Paul-Cristian Sarbu, Hans-Joachim Bungartz:
Optimization of a Sparse Grid-Based Data Mining Kernel for Architectures Using AVX-512. SBAC-PAD 2018: 364-371 - [e5]Hans-Joachim Bungartz, Dieter Kranzlmüller, Volker Weinberg, Jens Weismüller, Volker Wohlgemuth:
Advances and New Trends in Environmental Informatics - Managing Disruption, Big Data and Open Science. Springer 2018, ISBN 978-3-319-99653-0 [contents] - [i8]Atanas Atanasov, Hans-Joachim Bungartz, Jérôme Frisch, Miriam Mehl, Ralf-Peter Mundani, Ernst Rank, Christoph van Treeck:
Computational steering of complex flow simulations. CoRR abs/1807.00567 (2018) - [i7]Ionut-Gabriel Farcas, Tobias Görler, Hans-Joachim Bungartz, Frank Jenko, Tobias Neckel:
Sensitivity-driven adaptive sparse stochastic approximations in plasma microinstability analysis. CoRR abs/1812.00080 (2018) - 2017
- [j37]Roland Wittmann, Hans-Joachim Bungartz, Philipp Neumann:
High performance shallow water kernels for parallel overland flow simulations based on FullSWOF2D. Comput. Math. Appl. 74(1): 110-125 (2017) - [j36]Christoph Riesinger, Arash Bakhtiari, Martin Schreiber, Philipp Neumann, Hans-Joachim Bungartz:
A Holistic Scalable Implementation Approach of the Lattice Boltzmann Method for CPU/GPU Heterogeneous Clusters. Comput. 5(4): 48 (2017) - [j35]Denis Jarema, Hans-Joachim Bungartz, Tobias Görler, Frank Jenko, Tobias Neckel, Daniel Told:
Block-structured grids in full velocity space for Eulerian gyrokinetic simulations. Comput. Phys. Commun. 215: 49-62 (2017) - [j34]Arndt Bode, Manfred Broy, Hans-Joachim Bungartz, Florian Matthes:
50 Jahre Informatik an den Universitäten in München. Inform. Spektrum 40(2): 139-140 (2017) - [j33]Hans-Joachim Bungartz:
Citius, altius, fortius! Inform. Spektrum 40(4): 376-381 (2017) - [j32]Richard Grunzke, Ralph Müller-Pfefferkorn, Wolfgang E. Nagel, Tobias Adolph, Christoph Biardzki, Anton Frank, Arndt Bode, Anastasia Kazakova, Fidan Limani, Atif Latif, Anja Busch, Timo Borst, Klaus Tochtermann, Maximilian Neumann, Nelson Tavares de Sousa, Ingo Thomsen, Wilhelm Hasselbring, Jakob Tendel, Hans-Joachim Bungartz, Christian Grimm:
Challenges in Creating a Sustainable Generic Research Data Infrastructure. Softwaretechnik-Trends 37(2) (2017) - [c56]Ao Mo-Hellenbrand, Isaías A. Comprés Ureña, Oliver Meister, Hans-Joachim Bungartz, Michael Gerndt, Michael Bader:
A Large-Scale Malleable Tsunami Simulation Realized on an Elastic MPI Infrastructure. Conf. Computing Frontiers 2017: 271-274 - [c55]Michael Obersteiner, Alfredo Parra-Hinojosa, Mario Heene, Hans-Joachim Bungartz, Dirk Pflüger:
A highly scalable, algorithm-based fault-tolerant solver for gyrokinetic plasma simulations. ScalA@SC 2017: 2:1-2:8 - [e4]Arndt Bode, Manfred Broy, Hans-Joachim Bungartz, Florian Matthes:
50 Jahre Universitäts-Informatik in München. Springer 2017, ISBN 978-3-662-54711-3 [contents] - 2016
- [j31]Atanas Atanasov, Benjamin Uekermann, Carlos Pachajoa, Hans-Joachim Bungartz, Philipp Neumann:
Steady-State Anderson Accelerated Coupling of Lattice Boltzmann and Navier-Stokes Solvers. Comput. 4(4): 38 (2016) - [j30]Alexander Heinecke, Roman Karlstetter, Dirk Pflüger, Hans-Joachim Bungartz:
Data mining on vast data sets as a cluster system benchmark. Concurr. Comput. Pract. Exp. 28(7): 2145-2165 (2016) - [j29]Denis Jarema, Hans-Joachim Bungartz, Tobias Görler, Frank Jenko, Tobias Neckel, Daniel Told:
Block-structured grids for Eulerian gyrokinetic simulations. Comput. Phys. Commun. 198: 105-117 (2016) - [j28]Philipp Neumann, Hanno Flohr, Rahul Arora, Piet Jarmatz, Nikola Tchipev, Hans-Joachim Bungartz:
MaMiCo: Software design for parallel molecular-continuum flow simulations. Comput. Phys. Commun. 200: 324-335 (2016) - [j27]Felix Dietrich, Gerta Köster, Hans-Joachim Bungartz:
Numerical Model Construction with Closed Observables. SIAM J. Appl. Dyn. Syst. 15(4): 2078-2108 (2016) - [j26]Martin Schreiber, Tobias Neckel, Hans-Joachim Bungartz:
Evaluation of an Efficient Stack-RLE Clustering Concept for Dynamically Adaptive Grids. SIAM J. Sci. Comput. 38(6) (2016) - [c54]Mario Heene, Alfredo Parra-Hinojosa, Hans-Joachim Bungartz, Dirk Pflüger:
A Massively-Parallel, Fault-Tolerant Solver for High-Dimensional PDEs. Euro-Par Workshops 2016: 635-647 - [c53]Steffen Seckler, Nikola Tchipev, Hans-Joachim Bungartz, Philipp Neumann:
Load Balancing for Molecular Dynamics Simulations on Heterogeneous Architectures. HiPC 2016: 101-110 - [c52]Isaías A. Comprés Ureña, Ao Mo-Hellenbrand, Michael Gerndt, Hans-Joachim Bungartz:
Infrastructure and API Extensions for Elastic Execution of MPI Applications. EuroMPI 2016: 82-97 - [c51]Arash Bakhtiari, Dhairya Malhotra, Amir Raoofy, Miriam Mehl, Hans-Joachim Bungartz, George Biros:
A parallel arbitrary-order accurate AMR algorithm for the scalar advection-diffusion equation. SC 2016: 514-525 - [p2]Alfredo Parra-Hinojosa, Brendan Harding, Markus Hegland, Hans-Joachim Bungartz:
Handling Silent Data Corruption with the Sparse Grid Combination Technique. Software for Exascale Computing 2016: 187-208 - [p1]Hans-Joachim Bungartz, Florian Lindner, Miriam Mehl, Klaudius Scheufele, Alexander Shukaev, Benjamin Uekermann:
Partitioned Fluid-Structure-Acoustics Interaction on Distributed Data: Coupling via preCICE. Software for Exascale Computing 2016: 239-266 - [e3]Hans-Joachim Bungartz, Philipp Neumann, Wolfgang E. Nagel:
Software for Exascale Computing - SPPEXA 2013-2015. Lecture Notes in Computational Science and Engineering 113, Springer 2016, ISBN 978-3-319-40526-1 [contents] - [i6]Isabella von Sivers, Anne Templeton, F. Künzner, Gerta Köster, John Drury, Andrew Philippides, Tobias Neckel, Hans-Joachim Bungartz:
Modelling social identification and helping in evacuation simulation. CoRR abs/1602.00805 (2016) - [i5]Ulrich Rüde, Karen Willcox, Lois Curfman McInnes, Hans De Sterck, George Biros, Hans-Joachim Bungartz, James Corones, Evin Cramer, James Crowley, Omar Ghattas, Max D. Gunzburger, Michael Hanke, Robert J. Harrison, Michael A. Heroux, Jan S. Hesthaven, Peter K. Jimack, Chris Johnson, Kirk E. Jordan, David E. Keyes, Rolf H. Krause, Vipin Kumar, Stefan Mayer, Juan Meza, Knut Martin Mørken, J. Tinsley Oden, Linda R. Petzold, Padma Raghavan, Suzanne M. Shontz, Anne E. Trefethen, Peter R. Turner, Vladimir V. Voevodin, Barbara I. Wohlmuth, Carol S. Woodward:
Research and Education in Computational Science and Engineering. CoRR abs/1610.02608 (2016) - 2015
- [b6]Alexander Heinecke, Wolfgang Eckhardt, Martin Horsch, Hans-Joachim Bungartz:
Supercomputing for Molecular Dynamics Simulations - Handling Multi-Trillion Particles in Nanofluidics. Springer Briefs in Computer Science, Springer 2015, ISBN 978-3-319-17147-0, pp. 1-76 - [j25]Benjamin Peherstorfer, Pablo Gómez, Hans-Joachim Bungartz:
Reduced models for sparse grid discretizations of the multi-asset Black-Scholes equation. Adv. Comput. Math. 41(5): 1365-1389 (2015) - [j24]Philipp Neumann, Hans-Joachim Bungartz:
Dynamically adaptive Lattice Boltzmann simulation of shallow water flows with the Peano framework. Appl. Math. Comput. 267: 795-804 (2015) - [j23]Stephan Skornitzke, Georg Schummers, Marcus Schreckenberg, Jörg Ender, Sarah Eibel, Hans-Joachim Bungartz, Hans-Ulrich Kauczor, Wolfram Stiller:
Mass-spring systems for simulating mitral valve repair using 3D ultrasound images. Comput. Medical Imaging Graph. 45: 26-35 (2015) - [j22]Martin Schreiber, Christoph Riesinger, Tobias Neckel, Hans-Joachim Bungartz, Alexander Breuer:
Invasive Compute Balancing for Applications with Shared and Hybrid Parallelization. Int. J. Parallel Program. 43(6): 1004-1027 (2015) - [j21]Benjamin Peherstorfer, Stefan Zimmer, Christoph Zenger, Hans-Joachim Bungartz:
A Multigrid Method for Adaptive Sparse Grids. SIAM J. Sci. Comput. 37(5) (2015) - [c50]Nikola Tchipev, Amer Wafai, Colin W. Glass, Wolfgang Eckhardt, Alexander Heinecke, Hans-Joachim Bungartz, Philipp Neumann:
Optimized Force Calculation in Molecular Dynamics Simulations for the Intel Xeon Phi. Euro-Par Workshops 2015: 774-785 - 2014
- [b5]Hans-Joachim Bungartz, Stefan Zimmer, Martin Buchholz, Dirk Pflüger:
Modeling and Simulation - An Application-Oriented Introduction. Springer undergraduate texts in mathematics and technology, Springer 2014, ISBN 978-3-642-39523-9, pp. I-XIV, 1-413 - [j20]Philipp Neumann, Wolfgang Eckhardt, Hans-Joachim Bungartz:
Hybrid molecular-continuum methods: From prototypes to coupling software. Comput. Math. Appl. 67(2): 272-281 (2014) - [j19]Hans-Joachim Bungartz, Alexander Heinecke, Dirk Pflüger, Stefanie Schraufstetter:
Parallelizing a Black-Scholes solver based on finite elements and sparse grids. Concurr. Comput. Pract. Exp. 26(9): 1640-1653 (2014) - [j18]Benjamin Peherstorfer, Daniel Butnaru, Karen Willcox, Hans-Joachim Bungartz:
Localized Discrete Empirical Interpolation Method. SIAM J. Sci. Comput. 36(1) (2014) - [c49]Carsten Tradowsky, Martin Schreiber, Malte Vesper, Ivan Domladovec, Maximilian Braun, Hans-Joachim Bungartz, Jürgen Becker:
Towards Dynamic Cache and Bandwidth Invasion. ARC 2014: 97-107 - [c48]Matthias Geuß, Daniel Butnaru, Benjamin Peherstorfer, Hans-Joachim Bungartz, Boris Lohmann:
Parametric model order reduction by sparse-grid-based interpolation on matrix manifolds for multidimensional parameter spaces. ECC 2014: 2727-2732 - [c47]Dirk Pflüger, Hans-Joachim Bungartz, Michael Griebel, Frank Jenko, Tilman Dannert, Mario Heene, Christoph Kowitz, Alfredo Parra-Hinojosa, Peter Zaspel:
EXAHD: An Exa-scalable Two-Level Sparse Grid Approach for Higher-Dimensional Problems in Plasma Physics and Beyond. Euro-Par Workshops (2) 2014: 565-576 - [c46]Christoph Riesinger, Tobias Neckel, Florian Rupp, Alfredo Parra-Hinojosa, Hans-Joachim Bungartz:
GPU Optimization of Pseudo Random Number Generators for Random Ordinary Differential Equations. ICCS 2014: 172-183 - [c45]Michael Lieb, Tobias Neckel, Thomas Schöps, Hans-Joachim Bungartz:
Efficient Global Element Indexing for Parallel Adaptive Flow Solvers. ICCS 2014: 246-255 - [c44]Martin Schreiber, Atanas Atanasov, Philipp Neumann, Hans-Joachim Bungartz:
Rendering of Feature-rich Dynamically Changing Volumetric Datasets on GPU. ICCS 2014: 648-658 - [c43]Martin Schreiber, Hans-Joachim Bungartz:
Cluster-based Communication and Load Balancing for Simulations on Dynamically Adaptive Grids. ICCS 2014: 2241-2253 - [c42]Benjamin Peherstorfer, Dirk Pflüger, Hans-Joachim Bungartz:
Density Estimation with Adaptive Sparse Grids for Large Data Sets. SDM 2014: 443-451 - [e2]Michael Bader, Arndt Bode, Hans-Joachim Bungartz, Michael Gerndt, Gerhard R. Joubert, Frans J. Peters:
Parallel Computing: Accelerating Computational Science and Engineering (CSE), Proceedings of the International Conference on Parallel Computing, ParCo 2013, 10-13 September 2013, Garching (near Munich), Germany. Advances in Parallel Computing 25, IOS Press 2014, ISBN 978-1-61499-380-3 [contents] - [i4]Christoph Niethammer, Stefan Becker, Martin Bernreuther, Martin Buchholz, Wolfgang Eckhardt, Alexander Heinecke, Stephan Werth, Hans-Joachim Bungartz, Colin W. Glass, Hans Hasse, Jadran Vrabec, Martin Horsch:
ls1 mardyn: The massively parallel molecular dynamics code for large systems. CoRR abs/1408.4599 (2014) - 2013
- [b4]Hans-Joachim Bungartz, Stefan Zimmer, Martin Buchholz, Dirk Pflüger:
Modellbildung und Simulation - Eine anwendungsorientierte Einführung, 2. Auflage. eXamen.press, Springer 2013, ISBN 978-3-642-37655-9, pp. I-XVI, 1-400 - [j17]Hans-Joachim Bungartz:
High-Performance Computing. it Inf. Technol. 55(3): 83-85 (2013) - [c41]Benjamin Peherstorfer, Julius Adorf, Dirk Pflüger, Hans-Joachim Bungartz:
Image Segmentation with Adaptive Sparse Grids. Australasian Conference on Artificial Intelligence 2013: 160-165 - [c40]Martin Schreiber, Tobias Weinzierl, Hans-Joachim Bungartz:
Cluster Optimization and Parallelization of Simulations with Dynamically Adaptive Grids. Euro-Par 2013: 484-496 - [c39]Felix Weninger, Christian Kirst, Björn W. Schuller, Hans-Joachim Bungartz:
A discriminative approach to polyphonic piano note transcription using supervised non-negative matrix factorization. ICASSP 2013: 6-10 - [c38]Martin Schreiber, Tobias Weinzierl, Hans-Joachim Bungartz:
SFC-based Communication Metadata Encoding for Adaptive Mesh Refinement. PARCO 2013: 233-242 - [c37]Hans-Joachim Bungartz, Dirk Pflüger, Markus Hegland:
High-Dimensional Meets Parallel: Algorithms and Applications. PARCO 2013: 563-563 - [c36]Hans-Joachim Bungartz, Christoph Riesinger, Martin Schreiber, Gregor Snelting, Andreas Zwinkau:
Invasive computing in HPC with X10. X10@PLDI 2013: 12-19 - [c35]Martin Schreiber, Christoph Riesinger, Tobias Neckel, Hans-Joachim Bungartz:
Invasive Compute Balancing for Applications with Hybrid Parallelization. SBAC-PAD 2013: 136-143 - [c34]Alexander Heinecke, Jacob Jepsen, Hans-Joachim Bungartz:
Many-core architectures boost the pricing of basket options on adaptive sparse grids. WHPCF@SC 2013: 1:1-1:9 - [c33]Wolfgang Eckhardt, Alexander Heinecke, Reinhold Bader, Matthias Brehm, Nicolay Hammer, Herbert Huber, Hans-Georg Kleinhenz, Jadran Vrabec, Hans Hasse, Martin Horsch, Martin Bernreuther, Colin W. Glass, Christoph Niethammer, Arndt Bode, Hans-Joachim Bungartz:
591 TFLOPS Multi-trillion Particles Simulation on SuperMUC. ISC 2013: 1-12 - 2012
- [j16]Alexander Heinecke, Michael Klemm, Hans-Joachim Bungartz:
From GPGPU to Many-Core: Nvidia Fermi and Intel Many Integrated Core Architecture. Comput. Sci. Eng. 14(2): 78-83 (2012) - [j15]Alexander Heinecke, Stefanie Schraufstetter, Hans-Joachim Bungartz:
A highly parallel Black-Scholes solver based on adaptive sparse grids. Int. J. Comput. Math. 89(9): 1212-1238 (2012) - [j14]Hans-Joachim Bungartz, Alexander Heinecke, Dirk Pflüger, Stefanie Schraufstetter:
Option pricing with a direct adaptive sparse grid approach. J. Comput. Appl. Math. 236(15): 3741-3750 (2012) - [c32]Martin Roderus, Alexei V. Matveev, Hans-Joachim Bungartz:
A high-level Fortran interface to parallel matrix algebra. CCSEIT 2012: 112-119 - [c31]Michael Bader, Hans-Joachim Bungartz, Martin Schreiber:
Invasive Computing on High Performance Shared Memory Systems. Facing the Multicore-Challenge 2012: 1-12 - [c30]Martin Schreiber, Hans-Joachim Bungartz, Michael Bader:
Shared memory parallelization of fully-adaptive simulations using a dynamic tree-split and -join approach. HiPC 2012: 1-10 - [c29]Daniel Butnaru, Benjamin Peherstorfer, Hans-Joachim Bungartz, Dirk Pflüger:
Fast Insight into High-Dimensional Parametrized Simulation Data. ICMLA (2) 2012: 265-270 - [c28]Benjamin Peherstorfer, Dirk Pflüger, Hans-Joachim Bungartz:
Clustering Based on Density Estimation with Sparse Grids. KI 2012: 131-142 - [c27]Michael Lieb, Tobias Neckel, Hans-Joachim Bungartz, Shuyu Sun:
Towards a Navier Stokes-Darcy Upscaling Based on Permeability Tensor Computation. ICCS 2012: 717-726 - [c26]