Applied Mathematics
Applied Analysis
Dr. Christian Seifert (TUHH)
Research interests and expertise
-
Applied Functional Analysis
-
Mathematical Physics
-
Partial Differential Equations
-
Evolution Equations
-
Approximation
-
Influence of Randomness
-
Uncertainty Quantification
-
Neural Networks
Potential match-making fields
-
Data Science
-
Machine Learning
Publications
Applied Mathematics
Prof. Nihat Ay (TUHH)
Research interests and expertise
- Information geometry and its applications to biology
- Mathematical theory of learning in the context of neural networks, cognitive systems, and robotics
- Machine learning
- Graphical models (Bayesian networks) and their applications to causality theory
- Complexity and information theory
- Geometric structures in quantum information theory
Potential match-making fields
- Inverse problems (in particular, in the context of scattering and diffraction patterns)
- Neuronal representation and inference of physical structures and laws
- Causal inference
- Prediction and active inference
Publications
Prof. Martin Burger (DESY/UHH)
Research interests and expertise
- Inverse Problems
- Computational Imaging
- Regularization Methods
- Partial Differential Equations
- Variational Methods
- Numerical Methods for Differential Equations
- Mathematical Modelling
- Many Particle Systems
- Uncertainty Quantification
- Convex Optimization
Potential match-making fields
- Inverse Problems and Image Reconstruction
- Machine Learning
- Simulation and modelling of imaging techniques
- Numerical algorithms for differential equations
- Signal and image processing
Publications
Computational Mathematics
Prof. Sabine Le Borne (TUHH)
Research interests and expertise
-
numerical linear algebra
-
iterative solvers
-
preconditioners
-
rank structured/hierarchical matrices
-
data fitting
-
radial basis functions
Potential match-making fields
-
modeling and simulation with partial differential equations
-
population balance equations
-
multivariate aggregation
Publications
Prof. Daniel Ruprecht (TUHH)
Research interests and expertise
- omputational mathematics and numerical algorithms
- high-performance computing
- parallel-in-time integration methods
- time-dependent differential equations and initial value problems
- optimisation
Potential match-making fields
- modeling and simulation with partial differential equations
- modelling and simulation with time-dependent differential equations
- simulations of fast ion trajectories
Publications
Discrete Mathematics
Prof. Anusch Taraz (TUHH)
Research interests and expertise
- Discrete Mathematics
- Combinatorial Optimization
- Random Discrete Structures
- Randomized Algorithms
- Probabilistic and Extremal Combinatorics
Potential match-making fields
- Complex Networks
- Random Graphs
- Average-case Analysis of Algorithms
- Positional Games
Publications
Intelligent Process Control
Prof. Annika Eichler (DESY/TUHH)
Research interests and expertise
-
control theory
-
feedback controller design for stability and robustness
-
fault diagnosis
-
supervisory control
-
mode predictive control
-
merging data-driven with model-based control and diagnosis techniques
-
reinforcement leaning and dynamic programming
-
distributed control concepts and distributed optimization
Potential match-making fields
-
machine learning
-
data sciences
-
predictive maintenance
-
optimization
-
computer science
Publications
Numerical Mathematics
Prof. Michael Breuer (HSU)
Research interests and expertise
-
fluid mechanics
-
turbulence
-
fluid-structure interaction
-
multiphase flows
-
particle-laden flows
-
computational fluid dynamics
-
large-eddy simulation
-
direct numerical simulation
-
high-performance computing
Potential match-making fields
-
modeling and simulation with partial differential equations
-
numerical algorithms for continuum mechanics and particle tracking
-
multiphysics
-
high-performance computing
Publications
Prof. Armin Iske (UHH)
Research interests and expertise
- Approximation theory and algorithms for mathematical data analysis
- Kernel-based multivariate scattered data approximation
- Meshfree methods for partial differential equations
- Geometrical methods in dimensionality reduction
Potential match-making fields
- Applications of particle methods in fluid flow simulation
- Mathematical signal processing
- Adaptive approximation for sparse data representations
Publications
Dr. Jens-Peter Zemke (TUHH)
Research interests and expertise
-
numerical linear algebra
-
Krylov subspace methods
-
eigenvalue problems
-
perturbation theory
-
round-off error analysis
Potential match-making fields
-
structure and symmetries
-
initialization and training of neural networks
-
fast implementation of numerical schemes
-
optimization and regularization
Publications
Optimization and Approximation
Prof. Christina Brandt (UHH)
Research interests and expertise
-
inverse problems
-
regularization methods (in particular variational regularization)
-
convex optimization
-
tomographic applications
-
imaging
-
magnetic particle imaging
Potential match-making fields
-
Inverse problems: denoising, deconvolution problems, phase retrieval etc.
-
Parameter identification
Publications
Probability Theory and Mathematical Statistics
Prof. Mathias Trabs (formerly UHH)
Research interests and expertise
-
mathematical statistics,
-
especially high-dimensional and non-parametric statistics and statistics for stochastic processes
-
- stochastic processes,
- especially stochastic (partial) differential equations and Lévy processes
Potential match-making fields
-
applications of stochastic processes and machine learning
Publications