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2024
- Adapting and Optimizing High Order Seismic Simulations for GPU-based Supercomputers. Dissertation, 2024 mehr… BibTeX Volltext (mediaTUM)
- Control with Spatial World Models. Dissertation, 2024 mehr… BibTeX Volltext (mediaTUM)
- A Fully Coupled Model for Petascale Earthquake-Tsunami and Earthquake-Sound Simulations. Dissertation, 2024 mehr… BibTeX Volltext (mediaTUM)
- Crowd management based on direct communication technology. Dissertation, 2024 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
- Optimization under uncertainty and the multilevel Monte Carlo method. Dissertation, 2024 mehr… BibTeX Volltext (mediaTUM)
- Modeling and simulation of SARS-CoV-2 transmission in dynamic crowds. Dissertation, 2024 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
- On the Algorithmic Impact of Scientific Computing on Machine Learning. Dissertation, 2024 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
- High-Performance Earthquake Simulations with Advanced Material Models. Dissertation, 2024 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
2022
- Systematic parameter analysis to reduce uncertainty in crowd simulations. Dissertation, 2022 mehr… BibTeX Volltext (mediaTUM)
- Operator-informed machine learning: Extracting geometry and dynamics from time series data. Dissertation, 2022 mehr… BibTeX Volltext (mediaTUM)
- Earthquake and Tsunami Simulation with high-order ADER-DG methods. Dissertation, 2022 mehr… BibTeX Volltext (mediaTUM)
- Reactive Load Balancing and Resilience Techniques in Simulation Applications on Supercomputers. Dissertation, 2022 mehr… BibTeX
- Analysis and Performance Engineering for Learning with Sparse Grids. Dissertation, 2022 mehr… BibTeX Volltext (mediaTUM)
- Non-intrusive Model Order Reduction based on Joint Space Sampling and Active Learning. Dissertation, 2022 mehr… BibTeX Volltext (mediaTUM)
2021
- Template-based code generation for a customizable high-performance hyperbolic PDE engine. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
- Modeling of Behavioral Changes in Agent-Based Simulations – Bridging the gap between social and computer science by operationalizing psychological processes. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
- Latent Matters – Amortised Variational Inference With Constrained Optimisation and Learnable Priors. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
- Efficient non-intrusive uncertainty quantification for large-scale simulation scenarios. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
- A Spatially Adaptive and Massively Parallel Implementation of the Fault-Tolerant Combination Technique. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
- Evaluation of the Actor Model for the Parallelization of Block-Structured Adaptive HPC Applications. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
- Algorithm and Performance Engineering for HPC Particle Simulations. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
- Efficient parallel algorithms for large-scale pedestrian simulation. Dissertation, 2021 mehr… BibTeX Volltext (mediaTUM)
2020
- Context-aware Model Hierarchies for Higher-dimensional Uncertainty Quantification. Dissertation, 2020 mehr… BibTeX Volltext (mediaTUM)
- Parallel Algorithms for the Solution of Banded Symmetric Generalized Eigenvalue Problems. Dissertation, 2020 mehr… BibTeX Volltext (mediaTUM)
- Learning from Data with Geometry-Aware Sparse Grids. Dissertation, 2020 mehr… BibTeX Volltext (mediaTUM)
- Algorithmic and Implementational Optimizations of Molecular Dynamics Simulations for Process Engineering. Dissertation, 2020 mehr… BibTeX Volltext (mediaTUM)
- Flexible model extension and optimisation for earthquake simulations at extreme scales. Dissertation, 2020 mehr… BibTeX Volltext (mediaTUM)
2019
- Resource-Aware and Elastic Parallel Software Development for Distributed-Memory HPC Systems. Dissertation, 2019 mehr… BibTeX Volltext (mediaTUM)
- Vectorization and Patch-Based Adaptive Mesh Refinement for Finite Volume Solvers. Dissertation, 2019 mehr… BibTeX Volltext (mediaTUM)
2018
- Tensor networks and machine learning for approximating and optimizing functions in quantum physics. Dissertation, 2018 mehr… BibTeX Volltext (mediaTUM)
- Scalable I/O on Modern Supercomputers for Simulations on Unstructured Meshes. Dissertation, 2018 mehr… BibTeX
2017
- High Order Adaptive Semi-Lagrangian/Volume-Integral Methods for Parallel Advection-Diffusion Simulations. Dissertation, 2017 mehr… BibTeX Volltext (mediaTUM)
- Data-Driven Surrogate Models for Dynamical Systems. Dissertation, 2017 mehr… BibTeX Volltext (mediaTUM)
- Efficient Eulerian Gyrokinetic Simulations with Block-Structured Grids. Dissertation, 2017 mehr… BibTeX Volltext (mediaTUM)
- Analysis and Optimization of the Offline Software of the ATLAS Experiment at CERN. Dissertation, 2017 mehr… BibTeX Volltext (mediaTUM)
- Toward Resilient Exascale PDE Solvers Using the Combination Technique. Dissertation, 2017 mehr… BibTeX Volltext (mediaTUM)
- Scalable scientific computing applications for GPU-accelerated heterogeneous systems. Dissertation, 2017 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
2016
- Sparse Grids for Big Data: Exploiting Parsimony for Large-Scale Learning. Dissertation, 2016 mehr… BibTeX Volltext (mediaTUM)
- Applying the Sparse Grid Combination Technique in Linear Gyrokinetics. Dissertation, 2016 mehr… BibTeX
- Sierpinski Curves for Parallel Adaptive Mesh Refinement in Finite Element and Finite Volume Methods. Dissertation, 2016 mehr… BibTeX Volltext (mediaTUM)
- Simulating pedestrian dynamics – Towards natural locomotion and psychological decision making. Dissertation, 2016 mehr… BibTeX Volltext (mediaTUM)
- Partitioned Fluid-Structure Interaction on Massively Parallel Systems. Dissertation, 2016 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
- High-Performance Coupling of Dynamically Adaptive Grids and Hyperbolic Equation Systems. Dissertation, 2016 mehr… BibTeX
- Modellierung sozialpsychologischer Faktoren in Personenstromsimulationen – Interpersonale Distanz und soziale Identitäten. Dissertation, 2016 mehr… BibTeX Volltext (mediaTUM)
2015
- High Performance Earthquake Simulations. Dissertation, 2015 mehr… BibTeX Volltext (mediaTUM)
- Exploiting Many-Core Architectures for Dimensionally Adaptive Sparse Grids. Dissertation, 2015 mehr… BibTeX
- Enabling efficient simulations of radiative transfer with CRASH. Dissertation, 2015 mehr… BibTeX Volltext (mediaTUM)
- Verifikation von Parameter-Identifikationsverfahren nichtlinearer Systeme am Beispiel eines physikalischen Reifenmodells. Dissertation, 2015 mehr… BibTeX Volltext (mediaTUM)
2014
- Software Idioms for Component-based and Topology-aware Simulation Assembly and Data Exchange in High Performance Computing and Visualisation Environments. Dissertation, 2014 mehr… BibTeX
- Efficient HPC Implementations for Large-Scale Molecular Simulation in Process Engineering. Dissertation, 2014 mehr… BibTeX
- Efficient and Flexible Partitioned Simulation of Fluid-Structure Interactions. Dissertation, 2014 mehr… BibTeX
- Efficient Simulation of Flows Through Complex Geometries in the PDE Framework Peano. Dissertation, 2014 mehr… BibTeX
- Cluster-Based Parallelization of Simulations on Dynamically Adaptive Grids and Dynamic Resource Management. Dissertation, 2014 mehr… BibTeX Volltext (mediaTUM)
2013
- Highly Scalable Eigensolvers for Petaflop Applications. Dissertation, 2013 mehr… BibTeX Volltext (mediaTUM)
- Computational Steering with Reduced Complexity. Dissertation, 2013 mehr… BibTeX Volltext (mediaTUM)
- Model Order Reduction of Parametrized Systems with Sparse Grid Learning Techniques. Dissertation, 2013 mehr… BibTeX Volltext (mediaTUM)
2012
- Parallelization Strategies for Density Functional Software. Dissertation, 2012 mehr… BibTeX Volltext (mediaTUM)
- A Pricing Framework for the Efficient Evaluation of Financial Derivatives based on Theta Calculus and Adaptive Sparse Grids. Dissertation, 2012 mehr… BibTeX
- Parallel Simulation of the Shallow Water Equations on Structured Dynamically Adaptive Triangular Grids. Dissertation, 2012 mehr… BibTeX Volltext (mediaTUM)
2011
2010
2009
- Hierarchical Pattern Matching in VLSI. Dissertation, 2009 mehr… BibTeX Volltext (mediaTUM)
- Multimodale parallele Simulation des Verkehrsflusses in großen Netzen. Dissertation, 2009 mehr… BibTeX Volltext (mediaTUM)
- A Framework for Parallel PDE Solvers on Multiscale Adaptive Cartesian Grids. Dissertation, 2009 mehr… BibTeX
2006
- Mulitscale calculus with applications in quantitative finance. Dissertation, 2006 mehr… BibTeX Volltext (mediaTUM)
2002
- Multigrid methods for matrices with structure and applications in image processing. Dissertation, 2002 mehr… BibTeX Volltext (mediaTUM)