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Volume 2016


Publications of the Department


Articles in Proceedings

Articles in Journals

Articles in Books

Books

  • H.-J. Bungartz, P. Neumann and W. E. Nagel (ed.): Software for Exascale Computing - SPPEXA 2013-2015 [BibTeX], Volume 113 of Lecture Notes in Computational Science and Engineering. Springer-Verlag, September 2016.

Talks and Presentations

  • M. Bader: ADER-DG - a high-order, compute-bound scheme for future supercomputers? [BibTeX].
    Colloquium Presentation, Imperial College London, December 2016.
  • F. Künzner: New insights into uncertainty quantification for pedestrian simulation. [BibTeX].
    Workshop: How sociology, psychology, and physics influence pedestrian dynamics, University of Munich, December 2016.
  • H.-J. Bungartz: Bavarian Graduate School of Computation and Engineering [BibTeX].
    Joint CSE and COME Graduation Ceremony, Munich, November 2016.
  • H.-J. Bungartz: Cooperative Elements in Doctorates [BibTeX].
    10th Global Summit on Graduate Education, Sao Paulo, Brazil, November 2016.
  • M. Bader: Towards an Exascale Hyperbolic PDE Engine [BibTeX].
    The International Conference for High Performance Computing, Networking, Storage and Analysis - SC16, November 2016. BoF-Session on "Emerging Trends in HPC Systems and Application Modernization".
  • V. Khakhutskyy: Adaptive sparse grids for high-dimensional machine learning [BibTeX].
    Challenges in statistical inference, Garching, November 2016.
  • H.-J. Bungartz: Challenges in Advanced Computing [BibTeX].
    17th Hilti Simulation Symposium, Kaufering, October 2016.
  • N. Tchipev, S. Seckler, A. Costinescu, P. Neumann and H.-J. Bungartz: Optimizations and design changes in ls1-mardyn [BibTeX], Kaiserslautern, October 2016.
  • S. Rettenberger: Large Scale I/O of an open-source earthquake simulation package [BibTeX].
    19th Results and Review Workshop of the HLRS, Stuttgart, October 2016.
  • H.-J. Bungartz: Sparse Grids: Higher Dimensionalities and HPC Aspects [BibTeX], Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia, October 2016.
  • H.-J. Bungartz: Introduction to Doctoral Training in Germany [BibTeX], Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia, October 2016.
  • M. Bader: High-Performance Earthquake Simulation on Xeon Phi Platforms [BibTeX].
    Perspectives of GPU Computing in Science (GPU 2016), Sapienza Universita die Roma, September 2016. Invited Presentation.
  • H.-J. Bungartz: Sparse Grids: Higher Dimensionalities and HPC Aspects [BibTeX].
    ICIS, UT Austin, Texas, US, September 2016.
  • H.-J. Bungartz: CSE and HPC Education -- Within and Beyond Classrooms [BibTeX].
    HPC User Forum, Austin, September 2016.
  • H.-J. Bungartz: Setting the Scene -- Highlights from the IDT Discussion Paper [BibTeX].
    EuroTech IDT Workshop, DTU Lyngby, Denmark, August 2016.
  • H.-J. Bungartz: The IGSSE at TUM [BibTeX].
    EuroTech IDT Workshop, DTU Lyngby, Denmark, August 2016.
  • A. Parra Hinojosa: A Massively-Parallel, Fault-Tolerant Solver for Time-Dependent PDEs in High Dimensions [BibTeX].
    Euro-Par 2016, Grenoble, August 2016.
  • P. Neumann and M. Zellner: Lattice Boltzmann Flow Simulation on Android Devices for Interactive Mobile-Based Learning [BibTeX].
    Euro-Par 2016: Parallel Processing Workshops, Grenoble, August 2016.
  • P. Neumann and M. Zellner: Lattice Boltzmann Flow Simulation on Android Devices for Interactive Mobile-Based Learning [BibTeX].
    Euro-Par 2016, Grenoble, August 2016.
  • R. Wittmann: High-performance kernels for the adaptive simulation of overland flows on large-scale terrain data [BibTeX].
    HPC for Water Related Hazards, Leibniz Supercomputing Centre, July 2016.
  • C. Uphoff: Generating High Performance Matrix Kernels for Earthquake Simulations with Viscoelastic Attenuation [BibTeX].
    The 2016 International Conference on High Performance Computing & Simulation, Innsbruck, July 2016.
  • P. Neumann: Software for Molecular-Continuum Fluid Dynamics: Flexibility, Parallelism, and Multi-Instance Sampling [BibTeX].
    ICMMES, Hamburg, July 2016.
  • M. Rippl: ELPA - Algorithmic extensions and optimization [BibTeX].
    PMAA, Bordeaux, July 2016.
  • H.-J. Bungartz: Trends in Doctoral Training, and TUM's Response [BibTeX].
    GlobalTech Education Forum, Munich, July 2016.
  • M. August, M. C. Banuls and T. Huckle: Approximating Functions of Large Hermitian Matrices [pdf] [BibTeX].
    Workshop on Parallel Matrix Algorithms and Applications, University of Bordeaux, July 2016.
  • M. Bader: Experiences with Earthquake and Tsunami Simulation on Xeon Phi Platforms [BibTeX].
    CzeBaCCA Workshop on HPC for Water Related Hazards, June 2016.
  • V. Varduhn: Towards a High-Performance Simulation Engine for Hyperbolic PDEs [BibTeX], ICOSAHOM, Rio de Janeiro, Brazil, June 2016.
  • R. Wittmann: Parallel Multiresolution Techniques for the Simulation of Rain-Induced Floods on Large-Scale Terrain Data [BibTeX].
    XXI International Conference Computational Methods in Water Resources, CMWR 2016, University of Toronto, June 2016.
  • N. Tchipev, A. Costinescu, S. Seckler, P. Neumann and H.-J. Bungartz: Molecular Dynamics on KNL with ls1-mardyn [BibTeX].
    Intel Collaboration Hub, ISC High Performance 2016, Frankfurt, June 2016.
  • P. Neumann: Molecular-Continuum Coupling Software: Flexibility, Parallelism, Multi-Instance Sampling [BibTeX].
    Workshop Hybrid Simulation Methods in Fluid Dynamics: Models, Software and Applications, Technical University of Munich, June 2016.
  • A. Parra Hinojosa: Tolerating Hard & Soft Faults with the Sparse Grid Combination Technique [BibTeX].
    ISC 2016 PhD Forum, Frankfurt, June 2016.
  • H.-J. Bungartz: Some Remarks on the Necessary Symbiosis of Quality, Quantity and Variety [BibTeX].
    EUA-CDA Annual Meeting 2016, Tarragona, Spain, June 2016.
  • C. Uphoff: Code Generation for SeisSol @ Xeon Phi [BibTeX].
    IXPUG/RU, St. Petersburg, June 2016.
  • B. Uekermann: Partitioned Fluid-Structure Interaction on Distributed Data [BibTeX].
    ECCOMAS Congress, Crete Island, June 2016.
  • S. Rettenberger: Performing Earthquake Simulations at Petascale with SeisSol - an I/O View [BibTeX].
    5th European Seminar on Computing, Pilsen, June 2016.
  • K. Scheufele, M. Mehl and B. Uekermann: Robust Quasi-Newton Methods for the Coupling of Partitioned FSI Simulations [BibTeX].
    ECCOMAS Congress, Crete Island, June 2016.
  • N. Tchipev, J.-M. Gallard, P. Neumann and H.-J. Bungartz: Comparison of Solid Harmonics and Cartesian Taylor Expansions for the Fast Multipole Method for Laplacian Potentials [BibTeX].
    ESCO 2016, Pilsen, June 2016. poster presentation.
  • P. Neumann, B. Uekermann and A. Atanasov: Steady-State and Transient Coupling of Lattice Boltzmann and Navier-Stokes Solvers [BibTeX].
    ESCO, Pilsen, June 2016.
  • V. Varduhn and D. Schillinger: Towards Massively Parallel Higher-Order Immersed Domain Finite Element Analysis [BibTeX], ECCOMAS, Crete, June 2016.
  • V. Varduhn: Extreme Scale Demonstrators: ExaHyPE An Exascale Hyperbolic PDE Engine [BibTeX], HPCSummit, Prag, Czech Republic, May 2016.
  • H.-J. Bungartz: Die digitale Transformation der Wissenschaft [BibTeX].
    DFN-Kanzlerforum 2016, Berlin, May 2016.
  • P. Neumann: The Mesh-Particle Coupling Tool MaMiCo for Multi-Resolution Fluid Dynamics: Flexibility, Parallelism, and Multi-Instance Sampling [BibTeX].
    SIAM Conference on Mathematical Aspects of Materials Science, Philadelphia, May 2016.
  • S. Rettenberger: I/O and Checkpointing for Large-Scale Seismic Simulations [BibTeX].
    SeisMIC - Seismic Simulation on Current and Future Supercomputers (Workshop), Ostrava, May 2016.
  • S. Rettenberger: ASAGI - A Parallel Server for Adaptive Geoinformation [pdf] [BibTeX].
    Exascale Applications & Software Conference 2016 (EASC 2016), Stockholm, April 2016.
  • A. Bakhtiari, D. Malhotra, M. Mehl, H.-J. Bungartz and G. Biros: A Parallel AMR Algorithm for the Scalar Advection-Diffusion Equation [BibTeX].
    SIAM Conference on Parallel Processing for Scientific Computing, Paris, France, April 2016.
  • P. Neumann, H.-J. Bungartz and U. Rüde: Exascale Software [BibTeX].
    SIAM Conference on Parallel Processing for Scientific Computing, Paris, April 2016.
  • C. Uphoff: Kernel Optimization for High-Order Dynamic Rupture Simulation - Flexibility Vs. Performance [BibTeX].
    SIAM Conference on Parallel Processing for Scientific Computing, Cordeliers Campus, Paris, April 2016.
  • V. Varduhn: An Adaptive Multi-Resolution Data Model for Feature-Rich Environmental Simulations on Multiple Scales [BibTeX], Université Pierre et Marie Curie, Paris, April 2016.
  • M. Bader: sam(oa)² - Space-Filling Curves and Adaptive Meshes for Oceanic and Other Applications [BibTeX].
    SIAM Conference on Parallel Processing for Scientific Computing (SIAM PP16), Paris, April 2016. Minisymposium Challenges in Parallel Adaptive Mesh Refinement.
  • H.-J. Bungartz: Doing the Doctorate? Doing it at TUM? [BibTeX].
    PrepDoc Workshop, Munich, April 2016.
  • B. Uekermann: Porting the Coupling Library preCICE to Distributed Data [BibTeX].
    SuperMUC Status and Results Workshop, München, April 2016.
  • N. Tchipev, S. Seckler, P. Neumann and H.-J. Bungartz: Optimizing ls1-mardyn for Xeon Phi [BibTeX].
    IXPUG/EMEA Workshop, Ostrava, Czech Republic, March 2016.
  • C. Riesinger: Solving RODEs on GPU clusters [pdf] [BibTeX].
    HIGH TEA @ SCIENCE, German University of Technology in Oman, Muskat, Oman, March 2016.
  • T. Neckel: Random Ordinary Differential Equations (RODE) [pdf] [BibTeX].
    HIGH TEA @ SCIENCE, GUtech, Oman, March 2016.
  • N. Tchipev: HPC Optimizations for Short-Range Molecular Dynamics [BibTeX].
    Leogang Workshop 2015, Leogang, Austria, March 2016.
  • C. Uphoff: HPC-aware model extensions in SeisSol: attenuation, finite faults, plasticity [BibTeX].
    SeisMIC - Seismic Simulation on Current and Future Supercomputers, IT4Innovations, Ostrava, February 2016.
  • A. Parra Hinojosa, H.-J. Bungartz, M. Hegland and B. Harding: SDC-Resilient Algorithms Using the Sparse Grid Combination Technique [BibTeX].
    SPPEXA Workshop 2016, Garching, January 2016.
  • M. Bader: Tsunami Simulation for Teaching CSE and HPC [BibTeX].
    2016 Joint Mathematics Meeting, Seattle, January 2016. MAA Session on Mathematical Modeling in the Undergraduate Classroom.
  • B. Uekermann: Partitioned Multi-Physics on Distributed Data via preCICE [BibTeX].
    SPPEXA - Annual Plenary Meeting, München, January 2016.

Poster

  • A. Parra Hinojosa: Sparse Grid Algorithms to Recover from Hard and Soft Faults [BibTeX].
    Supercomputing '16, Salt Lake City, November 2016. (Poster).
  • A. Parra Hinojosa: Tolerating Hard & Soft Faults with the Sparse Grid Combination Technique [BibTeX].
    ISC 2016 PhD Forum, Frankfurt, June 2016. (Poster).
  • A. Bakhtiari: A Parallel Arbitrary-Order Accurate AMR Algorithm for the Scalar Advection-Diffusion Equation [BibTeX].
    Institute for Advanced Study, General Assembly, Munich, Germany, April 2016.
  • I.-G. Farcas, H.-J. Bungartz, B. Uekermann and T. Neckel: High-dimensional Uncertainty Quantification of Fluid-structure Interaction [pdf] [BibTeX].
    SIAM UQ 16, Lausanne, April 2016.
  • F. Künzner, I. von Sivers and T. Neckel: Practical use of Chaospy for pedestrian traffic simulations [pdf] [BibTeX].
    SIAM UQ 2016, Lausanne, Switzerland, April 2016.

Habilitations and Dissertations

Diploma Theses, Master Theses and Bachelor Theses

  • F. Thimm: An Implementation and Evaluation of a Tensor Network-based Supervised Learning Algorithm [BibTeX].
    Bachelor's thesis, Technical University of Munich, December 2016.
  • L. Cheng Yau: Conjugate Heat Transfer with the Mulitiphysics Coupling Library preCICES [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, December 2016.
  • E. Drossos: Parallel-in-Time Simulation for Fluid Dynamics Using Lattice Boltzmann Methods [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, December 2016.
  • L. Rannabauer: Development of an ADER Discontinuous Galerkin method, with a Finite Volume Limiting approach, for the sam(oa)^2 framework [pdf] [BibTeX].
    No. 1.
    Master's thesis, Institut für Mathematik, Technische Universität München, December 2016.
  • S. V. Joshi: Adaptive Mesh Refinement in OpenFOAM with Quantified Error Bounds and Support for Arbitrary Cell-types [pdf] [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, December 2016.
  • L. Cheung Yau: Conjugate Heat Transfer with the Multiphysics Coupling Library preCICE [pdf] [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, December 2016.
  • C. Lichtmannegger: Efficient parallelization of trajectory prediction algorithms on multicore systems [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, November 2016.
  • J. Spahl: Evaluation of Zonal Methods for Small Molecular Systems [pdf] [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, November 2016.
  • J. Maier: Implementation and Evaluation of Online-Classification Methods based on Sparse Grids [pdf] [BibTeX].
    Master's thesis, Fakultät für Informatik, November 2016.
  • U. Ehmann: Verbesserung des vorausschauenden Energiemanagements von elektrisch angetriebenen Fahrzeugen unter Berücksichtigung von historischen Sensordaten aus einer vernetzten Fahrzeugflotte [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, October 2016.
  • A. A. Syed: Fast Quasi-Newton Method for Partitioned Analog Circuit Simulation in Time Domain [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, October 2016.
  • M. Obersteiner: Parallel Implementation of the Fast Multipole Method [pdf] [BibTeX].
    Master's thesis, October 2016.
  • K. Galim: Preconditioners for Tikhonov Regularization in Image Deblurring [BibTeX].
    In T. Huckle (ed.), .
    Bachelor's thesis, Institut für Informatik, October 2016.
  • T. Neuhauser: A Method for Simulation-Based Parameter Optimization of Autonomous Emergency Braking Systems [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, October 2016.
  • S. Krivokapic: Implementation of an HPF5 Interface for the thermo-hydraulics code ATHLET [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, September 2016.
  • W. Hölzl: Development of a Particle-Based Streaming-Solver with Long-Range Interactions Based on the Fast-Multipole-Method [BibTeX].
    Bachelor's thesis, Fakultät für Physik, Technische Universität München, September 2016.
  • F. Güra: A Generic Profiling Infrastructure for the Hyperbolic PDE Solver Engine ExaHyPE [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, September 2016.
  • F. Guera: A Generic Profling Infrastructure for the Hyperbolic PDE Solver Engine ExaHyPE [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, September 2016.
  • B. Kucis: A GPU-accelerated Chebyshev Function Approximation on an Adaptive Tree Structure [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, September 2016.
  • I. Shurmin: Efficient Implementation of the Whole-Genome Regression and Prediction Methods for Parallel Environments [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, September 2016.
  • U. Rieger: Extending the Android App LB2M by a Multiphase Flow Model [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, August 2016.
  • L. Gärtner: A GPU-based Solver for the Shallow Water Equations in SWE-X10 [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, August 2016.
  • M. Valizadeh: Towards a spatially adaptive Combination technique [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, August 2016.
  • A. Petalas: Implementation and Validation of an Isogeometric Barycentric Mapper with Application to Partitioned FSI Using Embedded CFD Solver [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, August 2016.
  • L. Krenz: Integration of Prior Knowledge for Regression and Classification with Sparse Grids [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, August 2016.
  • J. Hoffmann: Implementation and Integration of an Efficient Data Structure for Parallel Tsunami Simulations [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, July 2016.
  • T. Hain: Performanceanalysis of the ChaosPy framework [BibTeX].
    Bachelor's thesis, Fakultät für Informatik, Technische Universität München, July 2016.
  • D. D. Nguyen: Python-based simulation of floods on high performance computers [BibTeX].
    Bachelor's thesis, Fakultät für Informatik, Technische Universität München, June 2016.
  • S. Kreisel: Spatial Refinement for Sparse Grid Classifiers [pdf] [BibTeX].
    Bachelor's thesis, Fakultät für Informatik, Technische Universität München, June 2016.
  • J. Sültemeyer: Uncertainty Quantification in Fluid Flows via Polynomial Chaos Methodologies [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, June 2016.
  • M. Mumme: Implementation and Evaluation of Deep Residual Learning for Image Recognition [BibTeX].
    Bachelor's thesis, Technical Universty of Munich, May 2016.
  • K. Sampa Subbarao: Large-Scale Elastic Machine Learning with Sparse Grid Combination Technique [pdf] [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, May 2016.
  • A. Malcher: Performance Optimization of Riemann Solvers for the ShallowWater Equations [pdf] [BibTeX].
    Master's thesis, Department of Informatics, Technical University of Munich, May 2016.
  • M. Carminati: Design Exploration of Variable Geometry Radial Turbines with respect to Oscillating Pressure Excitations by using Sparse Grid Interpolation [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, May 2016.
  • C. Wolf: Variational Inference with Hamiltonian Monte Carlo [BibTeX].
    Master's thesis, Fakultät für Mathematik, Technische Universität München, May 2016.
  • M. Riesch: Efficient Simulation of Active Mode-Locking in Quantum Cascade Lasers [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, April 2016.
  • A. Rusch: Extending SU2 to Fluid-Structure Interaction via preCICE [pdf] [BibTeX].
    Bachelor's thesis, Munich School of Engineering, April 2016.
  • J.-M. Gallard: Optimization, Implementation and Evaluation of the FFT-accelerated Fast Multipole Method [BibTeX].
    Master's thesis, April 2016.
  • M. Fischer: A Recommender System using Clustering with Sparse Grid Density Estimation [pdf] [BibTeX].
    Master's thesis, Fakultät für Informatik, Technische Universität München, April 2016.
  • V. Rajendran: Efficiently Approximating Chemical Properties via Deep Learning [BibTeX].
    Master's thesis, Technical Universty of Munich, April 2016.
  • C. Thieme: Implementation of sensor technology for virtual pedestrians in the context of an agent-based modeling and simulation [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, April 2016.
  • K. Strauß: Convergence of the asynchronous and partially-asynchronous ADMM methods for sparse grid model splitting [BibTeX].
    Bachelor's thesis, Fakultät für Mathematik, Technische Universität München, April 2016.
  • F. Klemt: Sparse grids with data-aware hierarchical subspaces for regression [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, April 2016.
  • A. Pachalieva: Dynamically Adaptive 2.5D Porous Media Flow Simulation on Xeon Phi Architectures [pdf] [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, March 2016.
  • A. Sieler: Refinement and Coarsening of Online-Offline Data Mining Methods with Sparse Grids [pdf] [BibTeX].
    Bachelor's thesis, Fakultät für Mathematik, Technische Universität München, March 2016.
  • V. R. Daskalov: Integration of a Structure Optimization Method in a Fluid Optimization Engine [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, March 2016.
  • K. Mody: Numerical Investigations of the Transitional Flow in Hydraulic Orifice [BibTeX].
    Master's thesis, Institut für Informatik, Technische Universität München, February 2016.
  • M. Zellner: Interactive Lattice Boltzmann Simulation on Android Devices [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, February 2016.
  • G. Koenig: Online Classification with Adaptive Sparse Grid Kernels [BibTeX].
    Bachelor's thesis, Institut für Informatik, Technische Universität München, February 2016.

Student Theses/SEP/IDP

  • F. Stark and F. Müller: Parallel ILU and Iterative Sparse Triangular Solvers based on Sparse Approximate Inverse Preconditioners [pdf] [BibTeX].
    Studienarbeit/SEP/IDP, Institut für Informatik, Technische Universität München, December 2016.
  • M. Zellner: Interactive Flow Simulation on Android Devices via Remote Computing [BibTeX].
    Studienarbeit/SEP/IDP, Institut für Informatik, Technische Universität München, October 2016.
  • J. Maier: Parallel-In-Time Methods for PDE´s [BibTeX].
    Studienarbeit/SEP/IDP, Fakultät für Mathematik, Technische Universität München, May 2016.
  • S. Joshi, J. C. Medina, F. Menhorn, S. Reiz, B. Rüth, E. Wannerberg and A. Yurova: CAD-integrated Topology Optimization (BGCE Honours Project) [pdf] [BibTeX].
    Studienarbeit/SEP/IDP, Department of Informatics, Technical University of Munich, April 2016.

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