Hans-Joachim Bungartz

Orcid: 0000-0002-0171-0712

Affiliations:
  • Technical University Munich, Germany


According to our database1, Hans-Joachim Bungartz authored at least 139 papers between 1991 and 2023.

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Bibliography

2023
Towards auto-tuning Multi-Site Molecular Dynamics simulations with AutoPas.
J. Comput. Appl. Math., December, 2023

NOMAD: A distributed web-based platform for managing materials science research data.
J. Open Source Softw., October, 2023

Multi-fidelity Constrained Optimization for Stochastic Black Box Simulators.
CoRR, 2023

Efficient and Scalable Kernel Matrix Approximations using Hierarchical Decomposition.
CoRR, 2023

Multi-fidelity No-U-Turn Sampling.
CoRR, 2023

2022
Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis.
J. Comput. Phys., 2022

Resiliency in numerical algorithm design for extreme scale simulations.
Int. J. High Perform. Comput. Appl., 2022

ExCALIBUR - U.K.'s Preparation for the Arrival of the Next Generation of HPC.
Comput. Sci. Eng., 2022

N ways to simulate short-range particle systems: Automated algorithm selection with the node-level library AutoPas.
Comput. Phys. Commun., 2022

Context-aware learning of hierarchies of low-fidelity models for multi-fidelity uncertainty quantification.
CoRR, 2022

Active-learning-based non-intrusive Model Order Reduction.
CoRR, 2022

Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs.
Proceedings of the Parallel Processing and Applied Mathematics, 2022

2021
A Generalized Spatially Adaptive Sparse Grid Combination Technique with Dimension-wise Refinement.
SIAM J. Sci. Comput., 2021

Fast Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron.
SIAM J. Matrix Anal. Appl., 2021

AutoPas in ls1 mardyn: Massively parallel particle simulations with node-level auto-tuning.
J. Comput. Sci., 2021

preCICE v2: A Sustainable and User-Friendly Coupling Library.
CoRR, 2021

Model Order Reduction based on Runge-Kutta Neural Network.
CoRR, 2021

Machine Learning-Based Optimal Mesh Generation in Computational Fluid Dynamics.
CoRR, 2021

2020
EXAHD: A Massively Parallel Fault Tolerant Sparse Grid Approach for High-Dimensional Turbulent Plasma Simulations.
Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020

Software for Exascale Computing: Some Remarks on the Priority Program SPPEXA.
Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020

Multilevel Adaptive Sparse Leja Approximations for Bayesian Inverse Problems.
SIAM J. Sci. Comput., 2020

datafold: data-driven models for point clouds and time series on manifolds.
J. Open Source Softw., 2020

Sensitivity-driven adaptive sparse stochastic approximations in plasma microinstability analysis.
J. Comput. Phys., 2020

Quasi-Newton Waveform Iteration for Partitioned Fluid-Structure Interaction.
CoRR, 2020

2019
TweTriS: Twenty trillion-atom simulation.
Int. J. High Perform. Comput. Appl., 2019

Fast Evaluation and Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron.
CoRR, 2019

Numerical Simulation of the Quantum Cascade Laser Dynamics on Parallel Architectures.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2019


AutoPas: Auto-Tuning for Particle Simulations.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

2018
Nonintrusive Uncertainty Analysis of Fluid-Structure Interaction with Spatially Adaptive Sparse Grids and Polynomial Chaos Expansion.
SIAM J. Sci. Comput., 2018

Computational steering of complex flow simulations.
CoRR, 2018

Optimization of a Sparse Grid-Based Data Mining Kernel for Architectures Using AVX-512.
Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

2017
Challenges in Creating a Sustainable Generic Research Data Infrastructure.
Softwaretechnik-Trends, 2017

Citius, altius, fortius!
Inform. Spektrum, 2017

50 Jahre Informatik an den Universitäten in München.
Inform. Spektrum, 2017

Block-structured grids in full velocity space for Eulerian gyrokinetic simulations.
Comput. Phys. Commun., 2017

A Holistic Scalable Implementation Approach of the Lattice Boltzmann Method for CPU/GPU Heterogeneous Clusters.
Comput., 2017

High performance shallow water kernels for parallel overland flow simulations based on FullSWOF2D.
Comput. Math. Appl., 2017

A highly scalable, algorithm-based fault-tolerant solver for gyrokinetic plasma simulations.
Proceedings of the 8th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2017

A Large-Scale Malleable Tsunami Simulation Realized on an Elastic MPI Infrastructure.
Proceedings of the Computing Frontiers Conference, 2017

2016
Handling Silent Data Corruption with the Sparse Grid Combination Technique.
Proceedings of the Software for Exascale Computing - SPPEXA 2013-2015, 2016

Partitioned Fluid-Structure-Acoustics Interaction on Distributed Data: Coupling via preCICE.
Proceedings of the Software for Exascale Computing - SPPEXA 2013-2015, 2016

Evaluation of an Efficient Stack-RLE Clustering Concept for Dynamically Adaptive Grids.
SIAM J. Sci. Comput., 2016

Numerical Model Construction with Closed Observables.
SIAM J. Appl. Dyn. Syst., 2016

MaMiCo: Software design for parallel molecular-continuum flow simulations.
Comput. Phys. Commun., 2016

Block-structured grids for Eulerian gyrokinetic simulations.
Comput. Phys. Commun., 2016

Modelling social identification and helping in evacuation simulation.
CoRR, 2016

Research and Education in Computational Science and Engineering.
CoRR, 2016

Data mining on vast data sets as a cluster system benchmark.
Concurr. Comput. Pract. Exp., 2016

Steady-State Anderson Accelerated Coupling of Lattice Boltzmann and Navier-Stokes Solvers.
Comput., 2016

A parallel arbitrary-order accurate AMR algorithm for the scalar advection-diffusion equation.
Proceedings of the International Conference for High Performance Computing, 2016

Infrastructure and API Extensions for Elastic Execution of MPI Applications.
Proceedings of the 23rd European MPI Users' Group Meeting, EuroMPI 2016, 2016

Load Balancing for Molecular Dynamics Simulations on Heterogeneous Architectures.
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

A Massively-Parallel, Fault-Tolerant Solver for High-Dimensional PDEs.
Proceedings of the Euro-Par 2016: Parallel Processing Workshops, 2016

2015
Supercomputing for Molecular Dynamics Simulations - Handling Multi-Trillion Particles in Nanofluidics
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-17148-7, 2015

A Multigrid Method for Adaptive Sparse Grids.
SIAM J. Sci. Comput., 2015

Invasive Compute Balancing for Applications with Shared and Hybrid Parallelization.
Int. J. Parallel Program., 2015

Mass-spring systems for simulating mitral valve repair using 3D ultrasound images.
Comput. Medical Imaging Graph., 2015

Dynamically adaptive Lattice Boltzmann simulation of shallow water flows with the Peano framework.
Appl. Math. Comput., 2015

Reduced models for sparse grid discretizations of the multi-asset Black-Scholes equation.
Adv. Comput. Math., 2015

Optimized Force Calculation in Molecular Dynamics Simulations for the Intel Xeon Phi.
Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015

2014
Localized Discrete Empirical Interpolation Method.
SIAM J. Sci. Comput., 2014

ls1 mardyn: The massively parallel molecular dynamics code for large systems.
CoRR, 2014

Parallelizing a Black-Scholes solver based on finite elements and sparse grids.
Concurr. Comput. Pract. Exp., 2014

Hybrid molecular-continuum methods: From prototypes to coupling software.
Comput. Math. Appl., 2014

Density Estimation with Adaptive Sparse Grids for Large Data Sets.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Cluster-based Communication and Load Balancing for Simulations on Dynamically Adaptive Grids.
Proceedings of the International Conference on Computational Science, 2014

Rendering of Feature-rich Dynamically Changing Volumetric Datasets on GPU.
Proceedings of the International Conference on Computational Science, 2014

GPU Optimization of Pseudo Random Number Generators for Random Ordinary Differential Equations.
Proceedings of the International Conference on Computational Science, 2014

Efficient Global Element Indexing for Parallel Adaptive Flow Solvers.
Proceedings of the International Conference on Computational Science, 2014

EXAHD: An Exa-scalable Two-Level Sparse Grid Approach for Higher-Dimensional Problems in Plasma Physics and Beyond.
Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014

Parametric model order reduction by sparse-grid-based interpolation on matrix manifolds for multidimensional parameter spaces.
Proceedings of the 13th European Control Conference, 2014

Towards Dynamic Cache and Bandwidth Invasion.
Proceedings of the Reconfigurable Computing: Architectures, Tools, and Applications, 2014

Modeling and Simulation - An Application-Oriented Introduction.
Springer undergraduate texts in mathematics and technology, Springer, ISBN: 978-3-642-39523-9, 2014

2013
High-Performance Computing.
it Inf. Technol., 2013

591 TFLOPS Multi-trillion Particles Simulation on SuperMUC.
Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

Many-core architectures boost the pricing of basket options on adaptive sparse grids.
Proceedings of WHPCF'13: 6th Workshop on High Performance Computational Finance, 2013

Invasive Compute Balancing for Applications with Hybrid Parallelization.
Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

Invasive computing in HPC with X10.
Proceedings of the third ACM SIGPLAN X10 Workshop, 2013

SFC-based Communication Metadata Encoding for Adaptive Mesh Refinement.
Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

High-Dimensional Meets Parallel: Algorithms and Applications.
Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

A discriminative approach to polyphonic piano note transcription using supervised non-negative matrix factorization.
Proceedings of the IEEE International Conference on Acoustics, 2013

Cluster Optimization and Parallelization of Simulations with Dynamically Adaptive Grids.
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

Image Segmentation with Adaptive Sparse Grids.
Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

Modellbildung und Simulation - Eine anwendungsorientierte Einführung, 2. Auflage.
eXamen.press, Springer, ISBN: 978-3-642-37655-9, 2013

2012
Semi-Coarsening in Space and Time for the Hierarchical Transformation Multigrid Method.
Proceedings of the International Conference on Computational Science, 2012

Towards a Navier Stokes-Darcy Upscaling Based on Permeability Tensor Computation.
Proceedings of the International Conference on Computational Science, 2012

Option pricing with a direct adaptive sparse grid approach.
J. Comput. Appl. Math., 2012

A highly parallel Black-Scholes solver based on adaptive sparse grids.
Int. J. Comput. Math., 2012

From GPGPU to Many-Core: Nvidia Fermi and Intel Many Integrated Core Architecture.
Comput. Sci. Eng., 2012

Clustering Based on Density Estimation with Sparse Grids.
Proceedings of the KI 2012: Advances in Artificial Intelligence, 2012

Fast Insight into High-Dimensional Parametrized Simulation Data.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Shared memory parallelization of fully-adaptive simulations using a dynamic tree-split and -join approach.
Proceedings of the 19th International Conference on High Performance Computing, 2012

Invasive Computing on High Performance Shared Memory Systems.
Proceedings of the Facing the Multicore-Challenge, 2012

A high-level Fortran interface to parallel matrix algebra.
Proceedings of the Second International Conference on Computational Science, 2012

2011
Space-Filling Curves.
Proceedings of the Encyclopedia of Parallel Computing, 2011

Free-Surface Lattice-Boltzmann Simulation on Many-Core Architectures.
Proceedings of the International Conference on Computational Science, 2011

Towards High-Dimensional Computational Steering of Precomputed Simulation Data using Sparse Grids.
Proceedings of the International Conference on Computational Science, 2011

Parallel solution of partial symmetric eigenvalue problems from electronic structure calculations.
Parallel Comput., 2011

Software design for a highly parallel molecular dynamics simulation framework in chemical engineering.
J. Comput. Sci., 2011

Developing algorithms and software for the parallel solution of the symmetric eigenvalue problem.
J. Comput. Sci., 2011

Extending a Highly Parallel Data Mining Algorithm to the Intel ® Many Integrated Core Architecture.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011

A Sparse-Grid-Based Out-of-Sample Extension for Dimensionality Reduction and Clustering with Laplacian Eigenmaps.
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

2010
Spatially adaptive sparse grids for high-dimensional data-driven problems.
J. Complex., 2010

A precompiler to reduce the memory footprint of multiscale PDE solvers in C++.
Future Gener. Comput. Syst., 2010

Fast GPGPU Data Rearrangement Kernels using CUDA
CoRR, 2010

Scheduling Parallel Eigenvalue Computations in a Quantum Chemistry Code.
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

2009
Software engineering meets scientific computing: group projects in CSE education.
Int. J. Comput. Sci. Eng., 2009

Computational Science and Engineering Education: SIAM's Perspective.
Comput. Sci. Eng., 2009

Modellbildung und Simulation - Eine anwendungsorientierte Einführung.
eXamen.press, Springer, ISBN: 978-3-540-79809-5, 2009

2008
Numerical Simulation of Particle Transport in a Drift Ratchet.
SIAM J. Sci. Comput., 2008

Grid-Supported Simulation of Vapour-Liquid Equilibria with GridSFEA.
Proceedings of the Computational Science, 2008

DaStGen-A Data Structure Generator for Parallel C++ HPC Software.
Proceedings of the Computational Science, 2008

The Future of Supercomputing - a German View.
Proceedings of the 38. Jahrestagung der Gesellschaft für Informatik, Beherrschbare Systeme, 2008

Veranstaltung zum Tagungsmotto: Advanced Computing.
Proceedings of the 38. Jahrestagung der Gesellschaft für Informatik, Beherrschbare Systeme, 2008

Topic 10: Parallel Numerical Algorithms.
Proceedings of the Euro-Par 2008, 2008

2007
Aspects of a Parallel Molecular Dynamics Software for Nano-Fluidics.
Proceedings of the Parallel Computing: Architectures, 2007

Adaptive Sparse Grid Classification Using Grid Environments.
Proceedings of the Computational Science, 2007

2006
First Experiences with Group Projects in CSE Education.
Comput. Sci. Eng., 2006

A Framework for A Graph- and Queuing System-Based Pedestrian Simulation.
Proceedings of the 2006 International Conference on Modeling, 2006

Learning by Doing: Software Projects in CSE Education.
Proceedings of the Computational Science, 2006

Adaptive Sparse Grid Techniques for Data Mining.
Proceedings of the Modeling, 2006

Topic 10: Parallel Numerical Algorithms.
Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

A Parallel Adaptive Cartesian PDE Solver Using Space-Filling Curves.
Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

An Octree- and A Graph-Based Approach to Support Location Aware Navigation Services.
Proceedings of the 2006 International Conference on Pervasive Systems & Computing, 2006

2005
Applying Grid Techniques to an Octree-Based CSCW Framework.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2005

Teaching High-Performance Computing on a High-Performance Cluster.
Proceedings of the Computational Science, 2005

2004
Higher Order Quadrature on Sparse Grids.
Proceedings of the Computational Science, 2004

Some Remarks on CSE Education in Germany.
Proceedings of the Computational Science, 2004

2003
Computational science and engineering: a new master's program at the Technische Universität München.
Future Gener. Comput. Syst., 2003

Multivariate Quadrature on Adaptive Sparse Grids.
Computing, 2003

Editorial.
Computing, 2003

2002
Space Tree Structures for PDE Software.
Proceedings of the Computational Science - ICCS 2002, 2002

2000
Numerical Algorithms for Linear and Nonlinear Algebra.
Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000

1999
A Note on the Complexity of Solving Poisson's Equation for Spaces of Bounded Mixed Derivatives.
J. Complex., 1999

1996
Einführung in die Computergraphik - Grundlagen, geometrische Modellierung, Algorithmen.
Mathematische Grundlagen der Informatik, Vieweg, ISBN: 978-3-528-06769-4, 1996

1992
Extrapolation, combination, and sparse grid techniques for elliptic boundary value problems
Forschungsberichte, TU Munich, 1992

Dünne Gitter und deren Anwendung bei der adaptiven Lösung der dreidimensionalen Poisson-Gleichung.
PhD thesis, 1992

1991
An adaptive poisson solver using hierarchical bases and sparse grids
Forschungsberichte, TU Munich, 1991


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