Current Student Projects
- Bachelor's thesis
B-Spline-Approximation with Automatic Differentiation
Katrin Bauer; Advisor: Stefan Zimmer - Bachelor's thesis
Distributed Fast Fourier Transforms for heterogeneous GPU Systems
Simon Egger; Advisor: Malte Brunn - Bachelor Research Project Computer Science
Simulation of fractures using partitioned coupling methods
Kilian Schüttler, Mohamad Wahed Bazo; Advisor: Alexander Jaust - Bachelor's thesis
Machine learning of fluid structure interaction
Axel Schumacher; Advisor: Amin Totounferoush - Bachelor's thesis
Formal Verification of Basis Transformations for Function Representations
Philipp Urban; Advisor: Stefan Zimmer - Bachelor Research Project Computer Science
Neural Networks for Adjoint Methods
Tobias Weinschenk, Robin Sasse, Philipp Schmid; Advisor: Felix Huber - Bachelor's thesis
Efficient Implicit-Explicit Methods for Muscular Activation Simulations
Alexander Lulkin; Advisor: Felix Huber
- Master's thesis
Transformed sparse grids for high-dimensional models
Christopher Schnick; Advisor: Michael Rehme - SimTech Research Module 1
Porting a Simulation of the Activation of Muscle Fibers from OpenMP Offloading to SYCL
Alexander Strack; Advisor: Marcel Breyer - SimTech Research Module 2
Discovering Friction Models from Experimental Data using Physics-informed Neural Networks
Marius Stach; Advisor: Peter Domanski - SimTech Research Module 1
Application-specific comparison of Sparse Grids and Feedforward Neural Networks
Marius Stach; Advisor: Peter Domanski - SimTech Research Module 1
Tensor Frameworks for Sparse Grid Representations
Timothée Hornek; Advisor: Stefan Zimmer - Bachelor's thesis
A Framework for Distributed Training of Physics-Informed NNs using JAX
Johannes Braun; Advisor: Raphael Leiteritz - Bachelor's thesis
OpenCL-HPX Integration
Michael Schupikov; Advisor: Gregor Daiß
- Bachelor's thesis
Coupling Julia-based Simulation via preCICE
Pavel Kharitenko; Advisor: Ishaan Desai
Topics for Student Projects
For possible topics for student projects and theses please refer to the page below (available in German only).
Completed Student Projects
- Project work Simulation Technology
Analysis and generation of test data for hardware tests
Steffen Müller; Advisor: Dirk Pflüger - Bachelor's thesis
A new method for implicit time integration of the acoustic wave equation
Stephan Nathanael Römheld; Advisor: Dirk Pflüger - Master's thesis
Learning Free Surface flow using Physics-Informed Neural Networks
Marcel Hurler; Advisor: Raphael Leiteritz - Bachelor's thesis
SEIR-simulation of pooled tests for covid-19
Andreas Maier; Advisor: Michael Rehme - Project Computer Science
Hierarchical Representation of Functions Using Dual B-Splines
Simon Dobler; Advisor: Stefan Zimmer
- Bachelor's thesis
Optimization of diffusive load-balancing for short-range molecular dynamics
Simon Hauser; Advisor: Steffen Hirschmann - Bachelor's thesis
Data-driven load-balancing for short-range molecular dynamics
Nicolas Geldner; Betreuer: Steffen Hirschmann/Theresa Pollinger - Research Project Software Engineering
Analyzing the Performance of Task-Based Runtime Systems
Tobias Schiffmann; Advisor: Gregor Daiß - Bachelor's thesis
Grid-based load-balancing for short-range molecular dynamics
Benjamin Vier; Advisor: Steffen Hirschmann - Bachelor's thesis
Polynomial Chaos Expansion with spatially adaptive Sparse Grids
Thomas Albrecht; Advisor: Michael Rehme - Bachelor's thesis
Tennis Match Outcome Prediction using LSTM Networks and Historical Averaging
David Kurzendörfer; Advisor: Raphael Leiteritz - Master's thesis
Distributed k-nearest Neighbors using Locality Sensitive Hashing and SYCL
Marcel Breyer; Advisor: Gregor Daiß - Master's thesis
PISM Performance Profiling - Analyzing a Climate Simulation
Alexander Van Craen; Advisor: Gregor Daiß - Bachelor's thesis
Dynamic workload balancing for heterogeneous systems
Alexander Strack; Advisor: Malte Brunn - Bachelor Research Project Computer Science
AR Sandbox API for scientific simulations
Jens Hartmann, Alexander Maisch, Marko Persic, David Schwabe; Advisor: Malte Brunn - Bachelor's thesis
Automatic image recognition on hanging textiles
Eugen Mozikov; Advisor: Benjamin Maier - Master's thesis
Model estimation and handling of flexible, three-dimensional bodies
Hendrik Braun; Advisor: Benjamin Maier - Project work Simulation Technology
Lattice Boltzmann Method for interactive Augmented Reality Sandbox simulations
Alexander Strack; Advisor: Malte Brunn - Bachelor's thesis
Webapplication for multiphysics simulations with opendihu
Matthias Tompert; Advisor: Benjamin Maier - Bachelor's thesis
Implementation of PDE solvers in TensorFlow
Sebastian Baumfalk; Advisor: Stefan Zimmer - Bachelor's thesis
Software design for isogeometric elements
Rafael Bramm; Advisor: Stefan Zimmer - Master's thesis
Smoothness estimates by Fourier transforms and hierarchical decompositions
Jens Drodofsky; Advisor: Stefan Zimmer
- Bachelor's thesis
Vergleich von Dimensionsreduktionsmethoden für Surrogate auf Dünnen Gittern
Christopher Schnick; Advisor: Michael Rehme - Research Project
A Demonstator Code for Isogeometric Elements
Rafael Simon Bramm, Hai Dang Nguyen, Daniel Stefani; Advisor: Stefan Zimmer - Master's thesis
Hierarchische WEB-Splines auf räumlich adaptiven Dünnen Gittern
Marc Hanauska; Advisor: Michael Rehme - Bachelor's thesis
Investigation of Model Order Reduction (MOR) techniques for propagation of the action potentials along muscle fibers
Tobias Walter; Advisor: Nehzat Emamy - Bachelor's thesis
Extraktion anatomischer Strukturen und Darstellung durch NURBS
Jan Kusterer; Advisor: Benjamin Maier - Bachelor's thesis
Dynamische GPU-CPU Lastbalancierung
Michael Vössner; Advisor: Malte Brunn - Research Project
WEB-Spline Interpolation with the Combination Technique
Robin Laidig, Florian Helmschmidt, Christina Bauer; Advisor: Michael Rehme - Bachelor's thesis
Dynamic Mode Decomposition for the Monodomain Equation in the Neuro-Muscular System
Moritz Widmayer; Advisor: Nehzat Emamy - Bachelor's thesis
Implementierung einer Erweiterung zur Behandlung von Hochgeschwindigkeitseinschlag im SiPER SPH-code
Tom Cesko; Advisor: Marvin Becker - Research Project
hp Adaptivität für die Interpolation mit B-Splines
Florian Schaumann, Sebastian Kreuder, Lukas Piller ; Advisor: Michael Rehme - Bachelor's thesis
Distributed Sparse Grids Regression with SG++ and HPX
Philipp Wundrack; Advisor: Gregor Daiß - Bachelor's thesis
Efficient Image Registration for Label Mapping of 3D MRI Brain Scans
Rebecca Mammel; Advisor: Malte Brunn - Bachelor's thesis
Data Mining auf Dünnen Gittern in gemischter Genauigkeit
Florian Klaus; Advisor: Malte Brunn
- Research Project
Muscular fascicle arrangement based on Laplacian vector fields
Raimund Rolfs, Niven Ratnamaheson, Jan Kusterer, Tobias Walter; Advisor: Benjamin Maier - Bachelor's thesis
Untersuchung der Interpolationen mit radialen Basisfunktionen für Multi-Physik Simulationen
David Sommer; Advisor: Florian Lindner - Bachelor's thesis
Generalized B-Splines auf Dünnen Gittern
Simon Friz; Advisor: Michael Rehme - Bachelor's thesis
Local load balancing with a grid-based scheme in ESPResSo
Bernhard Fischer; Advisor: Steffen Hirschmann - Bachelor's thesis
Design und Implementation of system tests for a distributed multi-physics simulation package
Yakup Hoshaber; Advisor: Florian Lindner - Master's thesis
OctoTiger: Binary Star Systems With HPX on Nvidia P100
Gregor Daiß; Advisors: David Pfander, Dirk Pflüger - Research Project
Modellierung eines Wasserfalls mit SPH
Yakup Hoshaber, Nicolas Poier, Magnus Specht, Kennjy Marte, Mark Czepan, Raoul Ghit, Tobias Haller; Advisors: Carolin Schober, Michael Lahnert - Bachelor's thesis
A High-Performance k-Nearest-Neighbor Algorithm for GPUs
Marcel Breyer; Advisor: David Pfander - Bachelor's thesis
GPU-Accelerated Support-Vector Machines on Nvidia P100
Alexander Van Craen; Advisor: David Pfander - Bachelor's thesis
B-Spline collocation using the combination technique
Sebastian Hasler; Advisor: Michael Rehme - Bachelor's thesis
Implementation and Comparison of Load Balancing Methods in ESPResSo
Maximilian Wildbrett; Advisor: Steffen Hirschmann - Master's thesis
Orthogonal Sparse Grid Subspace Decompositions for PDE with Variable Coefficients
Constantin Schreiber; Advisor: Stefan Zimmer
- Bachelor's thesis
Gradient-Based Approximation with B-Splines on Sparse Grids
Felix Diez; Advisor: Julian Valentin - Bachelor's thesis
Investigation of Model Order Reduction (MOR) techniques for propagation of the action potentials along muscle fibers
Pascal Litty; Advisor: Nehzat Emamy - Bachelor's thesis
Entwicklung eines XML-basierten Konfigurationsframeworks für eine verteilte Multi-Physik Kopplungssoftware
Georg Abrams; Advisor: Florian Lindner - Bachelor's thesis
Subspace-Optimal Data Mining on Spatially Adaptive Sparse Grids
Maximilian Luz; Advisor: David Pfander - Research Project
Spectral Collocation Methods for the Solution of PDE
Johannes Erwerle, Sarah Stieß, Markus Zilch; Advisor: Stefan Zimmer - Research Project
Development Of a Bridge Simulator Using the Direct Stiffness Method
Hannes Bonasch, Niklas Owens, Tom Zeller; Advisor: Benjamin Maier - Research Project
Efficient Calculation of Fractional Diffusion using a Tree-based Algorithm
Vincent Wagner; Advisor: Dirk Pflüger - Bachelor's thesis
Large systems of linear equations for B-Spline interpolation on sparse grids
Jens Drodofsky; Advisor: Michael Rehme - Bachelor's thesis
Uncertainty Quantification in microscopic traffic simulations
Dominic Parga Cacheiro; Advisor: Fabian Franzelin - Bachelor's thesis
Density Estimation with Adaptive Methods
Jan-Oliver Schmidt; Advisor: Fabian Franzelin - Bachelor's thesis
Implementierung und Untersuchung dynamischer Lastbalancierer in ls1 mardyn
Fabian Maurer; Advisor: Steffen Hirschmann - Master's thesis
Coupling of Particle Simulations and Lattice Boltzmann Background Flow on Adaptive Grids
Malte Brunn; Advisor: Steffen Hirschmann - Diploma Thesis
Visualisierung von Lastimbalancen in kurzreichweitigen Molekülsimulationen
Tobias Skarman; Advisor: Steffen Hirschmann - Diploma Thesis
Development of a modern Application Programming Interface by the example of SG++
Özcan Kara; Advisors: David Pfander, Dirk Pflüger - Master's thesis
Performance analysis and optimization of a distributed multi-physics simulation software package
Peter Vollmer; Advisor: Florian Lindner - Diploma Thesis
Integration of a Generic Grid Interface in ESPResSo
Daniel Eschbach; Advisor: Michael Lahnert - Research Project
Was ist die beste Programmiersprache für ein Finite- Element-Programm?
Alexander Van Craen, Jens Drodofsky, Marcel Breyer; Advisor: Stefan Zimmer - Research Project
3D Printing and Visualization for Topology Optimization with Sparse Grids
Jan Gemander, Rico Hartung, Maurice Koch; Advisor: Julian Valentin - Research Project
Vergleich von Bibliotheken zur linearen Algebra
Domini Schreiber, Joscha Goetzer, Simon Reiss ; Advisor: Florian Lindner
- Research Project
Runtime Comparison of Different Procedures in ESPResSo
Fabian Ade, Tilak Wälde, Michael Steinert; Advisor: Carolin Schober - Research Project
Usability and Development of SG++ – Analysis and Improvement Potentials
Sebastian Beck, Stefan Schmid, Stefan Schnack; Advisor: Fabian Franzelin - Bachelor's thesis
Visualization of Octree-Based Grids
Felix Kohlgrüber; Advisor: Michael Lahnert - Bachelor's thesis
Study of bottlenecks of parallel simulations with ESPResSo
Tilak Wälde; Advisors: Steffen Hirschmann, Florian Weik (ICP) - Bachelor's thesis
Optimization of Uncertain Systems with B-Splines on Sparse Grids
Juri Schröder; Advisors: Fabian Franzelin, Julian Valentin - Master's thesis
Hochgenaue 3D Simulation für Outdoor-Roboter
Benjamin Maier; Advisor: Dirk Pflüger - Research Project
Implementation of a Generic Grid Interface in ESPResSo
Daniel Eschbach; Advisor: Michael Lahnert - Research Project
Load quantification in Molecular Dynamics Simulations with Long-range Forces
Vincent Wagner; Advisor: Steffen Hirschmann - Bachelor's thesis
Load quantification in Molecular Dynamics Simulations with Long-range Forces
Vincent Wagner; Advisor: Steffen Hirschmann - Bachelor's thesis
The Combination Technique as a Time Integrator in Parareal
Anna Kulischkin; Advisor: Stefan Zimmer - Bachelor's thesis
Methods for the Evaluation of Simulations with ESPResSo for the Virtual Development of Cabin Air Filters
Dominik Lekar; Advisor: Carolin Schober - Research Project
High-Performance Sparse Grid Data Mining with B-Splines
Juri Schröder, Maximilian Küchle, Felix Diez, Florian Grotepaß ; Advisor: David Pfander - Bachelor's thesis
Detection of Silent Faults with the Combination Technique
Marcel Hurler; Advisor: Dirk Pflüger - Bachelor's thesis
Development of a Source-To-Source Compiler for Explicit Optimization
Jan Rapp; Advisor: David Pfander - Research Project
Optimization with Lagrange Polynomials on Sparse Grids
Jaysen Blei; Advisor: Julian Valentin - Research Project
Dünngitterdarstellung von Simulationsergebnissen für die CO2-Speicherung
David Holzmüller, Julian Liedtke, Melanie Schäfer; Advisors: Fabian Franzelin, Stefan Zimmer - Bachelor's thesis
Data Mining for Adaptive Sparse Grids with Higher Order Basis Functions on GPUs
Malte Brunn; Advisors: Fabian Franzelin, Dirk Pflüger - Bachelor's thesis
Implementation of a parallel multigrid solver for the solution of higher-dimensional PDEs on anisotropic grids in DUNE
Daniel Pfister - Research Project
Large Synthetic Data Sets to Compare Different Data Mining Methods
Victoria Ivanova, Yaroslav Nalivayko, Sven Goletz; Advisor: David Pfander - Research Project
Microscopic Traffic Simulation
Dominic Parga Cacheiro, Maximilian Luz, Jan-Oliver Schmidt; Advisor: Fabian Franzelin - Bachelor's thesis
Compression of Numerical Data Sets by Multidimensional Hierarchical Subspace Schemes
Tim Würtele; Advisor: Stefan Zimmer - Bachelor's thesis
Numerical Test-based Code Clone Detection
Denis Quint; Advisor: Dirk Pflüger
- Research Project
Interweaved parallel Data Mining using hUMA
Raphael Leiteritz; Advisor: David Pfander - Master's thesis
Development of a FEM Code for Fluid-Structure Coupling
Stephan Herb; Advisor: Florian Lindner - Bachelor's thesis
Sparse Grid Data Mining with Massive Datasets
Max Franke; Advisor: David Pfander - Bachelor's thesis
Distributed Sparse Grid Clustering with Huge Datasets
Gregor Daiß; Advisor: David Pfander - Bachelor's thesis
Fast Parallel Multigrid Solvers on Cartesian Grids
David Hardes; Advisor: Stefan Zimmer - Master's thesis
Load-balancing for dynamical and heterogeneous linked-cell molecular dynamics simulations
Steffen Hirschmann; Advisor: Dirk Pflüger - Master's thesis
CPU-FPGA Data Exchange and Synchronization
Nabeel Anjum; Advisors: Dirk Pflüger, Colin Glass - Bachelor's thesis
Finite Element Method on Dynamic Adaptive Cartesian Grids
Benjamin Maier; Advisor: Michael Lahnert - Research Project
Numerical Test-based Code Clone Detection (SimTech Propädeutikum)
Denis Quint; Advisor: Dirk Pflüger - Bachelor's thesis
Detecting platform parameters with OpenCL
Sebastian Staudenmaier; Advisor: David Pfander - Bachelor's thesis
Real Time Rigid Body Simulation using the Lattice Boltzmann Method
Axel Reiser; Advisor: Fabian Franzelin - Research Project
Global Optimization with Sparse Grid Surrogates by Lagrange Interpolation
Claudius Proissl; Advisor: Julian Valentin - Master's thesis
Robust Quasi-Newton Methods for Partitioned Fluid-Structure Simulations
Klaudius Scheufele; Advisor: - Research Project
Fuzzy Control with the Combination Technique
Fabian Gajek, Felix Kohlgrüber, Valentin Siegert, Marian Thull; Advisor: Stefan Zimmer - Research Project
Compression of Floating Point Numbers in Hierarchical Subspace Schemes
Pedram Damabi, Michael Fischer, Lukas Sauer, Clemens Sigel; Advisor: Stefan Zimmer - Bachelor's thesis
Dünngitter-Diskretisierungen für Probleme mit variablen Koeffizienten
Constantin Schreiber; Advisor: Stefan Zimmer - Master's thesis
Design and Implementation of a Fault Simulation Layer for the Combination Technique on HPC Systems
Johannes Walter; Advisor: Dirk Pflüger - Research Project
Implementation of load balancing methods for two-dimensional particle simulations
Jonas Schradi; Advisor: Dirk Pflüger
- Research Project
Clustering on Intel MIC with huge datasets
Andreas Bauer, Gregor Daiß, Max Franke; Advisor: David Pfander - Bachelor's thesis
Effiziente verteilte Hierarchisierung und Dehierarchisierung auf vollen Gittern
Philipp Butz; Advisor: Dirk Pflüger - Research Project
Comparison of different compilers by the example of SG++
Adam Grahovac, Fabian Toth,Patrick Wickenhäuser; Advisor: David Pfander - Master's thesis
Hierarchical optimization with gradient-based methods on sparse grid functions
Julian Valentin; Advisor: Dirk Pflüger - Research Project
Implementation of the multi-dimensional Black-Scholes-Equations in DUNE
Markus Ganser; Advisor: Dirk Pflüger - Research Project
Hierarchical basis functions of higher order for sparse grids on GPUs
Malte Brunn; Advisors: Fabian Franzelin, Dirk Pflüger - Bachelor's thesis
The Peano curve for sparse grid hierarchization with space-filling curves
Marcel Schneider; Advisor: Dirk Pflüger - Research Project
Monte-Carlo Methods in Uncertainty Quantification
Matthias Mögerle, Marcel Schneider; Advisor: Fabian Franzelin - Research Project
Fault-tolerant solution of PDEs with the Sparse Grid Combination Technique
Amir Abdelaziz - Diploma Thesis
Uncertainty Quantification on Adaptive Sparse-Grids with Piecewise Polynomial Basis Functions
Michael Lahnert; Advisor: Fabian Franzelin - Bachelor's thesis
Interactive Visualisation of High Dimensional Functions
Rene Schwarz; Advisor: Fabian Franzelin - Diploma Thesis
Uncertainty Quantification on Adaptive Sparse-Grids with Piecewise Polynomial Basis Functions
David Pfander; Advisor: Fabian Franzelin - Research Project
Raumfüllende Kurven zur Sequentialisierung mehrdimensionaler Datenstrukturen. Überblick und Vorbemerkungen zu ihrer Verwendung im Kontext Dünner Gitter. (SimTech Propädeutikum)
Patrick von Steht; Advisor: Dirk Pflüger - Bachelor's thesis
Hierarchical Transformations and the Q-Cycle
Steffen Hirschmann; Advisor: Stefan Zimmer - Bachelor's thesis
Cache-efficient hierarchization on sparse grids with space-filling curves
Patrick von Steht; Advisors: Dirk Pflüger, Axel Arnold - Diploma Thesis
Sampling-oblivious PUM Visualization
Matthias Kostka; Advisors: Sa Wu, Stefan Zimmer - Diploma Thesis
Uncertainty Quantification with Sparse Grids
Julia Leibinger; Advisor: Dirk Pflüger - Research Project
Entwurf und Realisierung einer KI für das Kartenspiel Tichu
David Pfander; Advisor: Patrick Diehl - Research Project
Tichu-App: Entwurf und Implementierung einer Android App für das Kartenspiel Tichu
Alexander Foril, Patrick Gairing, Tilo Pfannkuch, Rene Schwarz; Advisor: Patrick Diehl - Diploma Thesis
GPU-Based Numerical Integration in the Partition of Unity Method
Sebastian Kanis; Advisor: Patrick Diehl - Research Project
Big Data: Massively Parallel Data Mining of Vast Datasets
Roberto Fontanarosa, Steffen Hirschmann, Tobias Rupp; Advisors: Patrick Diehl, Dirk Pflüger - Bachelor's thesis
A Framework for Pedestrian Simulation
Stephan Herb; Advisor: Stefan Zimmer - Bachelor's thesis
A robust multilevel solver for elliptic problems with jumping coefficients
Klaudius Scheufele; Advisor: Stefan Zimmer - Bachelor's thesis
Hierarchical Methods Applied to Battleships
Florentin Mehlbeer; Advisor: Dirk Pflüger - Bachelor's thesis
Parallelization of the Partition of Unity Code Crass
Albert Ziegenhagel; Advisor: Stefan Zimmer - Research Project
IMP 3.0
Henry Schrapel, Tobias Bischoff, Benjamin Proelß; Advisors: Patrick Diehl, Dirk Pflüger - Research Project
Partition of Unity Method for three-dimensionsal problems
Michael Lahnert; Advisor: Stefan Zimmer - Diploma Thesis
Integration of Flow Simulations into the Parallel Multilevel Partition of Unity Method
Christian Dittrich; Advisor: Stefan Zimmer - Research Project
Flow Simulations with the Partition of Unity Method
Julia Leibinger; Advisor: Stefan Zimmer - Diploma Thesis
Extension of a numerical pavement surface runoff model by porous asphalt
Daniel Pflüger; Advisors: Sabrina Klötzl, Bruno Arbter(ISV), Stefan Zimmer - Diploma Thesis
Implementation of a Peridynamic Method on GPU
Patrick Diehl; Advisor: Sa Wu - Research Project
GPU-Based Assembly of Stiffness Matrices in the Parallel Multilevel Partition of Unity Method
Sebastian Kanis; Advisor: Stefan Zimmer - Research Project
Mobile Real Time Flow Simulation
Florentin Mehlbeer, Klaudius Scheufele, Daniel Söll; Advisor: Stefan Zimmer - Diploma Thesis
Implementation and Application of Laplacian Eigenmap Methods
Ramzy Saleh; Advisor: Stefan Zimmer - Diploma Thesis
Cache-effiziente Block-Matrix-Löser für die Partition of Unity Method
Patrick Gründer; Advisors: Michael Bader, Stefan Zimmer - Research Project
Systemanalyse und Workflowverwaltung eines Frameworks für Cache-effiziente adaptive Simulation (138)
Miriam Greis, Jessica Hackländer, Pascal Hirmer; Advisor: Oliver Meister