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 matchmaking 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
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 matchmaking fields

Data Science

Machine Learning
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 matchmaking 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
 highperformance computing
 parallelintime integration methods
 timedependent differential equations and initial value problems
 optimisation
Potential matchmaking fields
 modeling and simulation with partial differential equations
 modelling and simulation with timedependent 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 matchmaking fields
 Complex Networks
 Random Graphs
 Averagecase Analysis of Algorithms
 Positional Games
Publications
Intelligent Process Control
Dr. Annika Eichler (DESY)
Research interests and expertise

control theory

feedback controller design for stability and robustness

fault diagnosis

supervisory control

mode predictive control

merging datadriven with modelbased control and diagnosis techniques

reinforcement leaning and dynamic programming

distributed control concepts and distributed optimization
Potential matchmaking fields

machine learning

data sciences

predictive maintenance

optimization

computer science
Publications
Numerical Mathematics
Prof. Michael Breuer (HSU)
Research interests and expertise

fluid mechanics

turbulence

fluidstructure interaction

multiphase flows

particleladen flows

computational fluid dynamics

largeeddy simulation

direct numerical simulation

highperformance computing
Potential matchmaking fields

modeling and simulation with partial differential equations

numerical algorithms for continuum mechanics and particle tracking

multiphysics

highperformance computing
Publications
Prof. Armin Iske (UHH)
Research interests and expertise
 Approximation theory and algorithms for mathematical data analysis
 Kernelbased multivariate scattered data approximation
 Meshfree methods for partial differential equations
 Geometrical methods in dimensionality reduction
Potential matchmaking fields
 Applications of particle methods in fluid flow simulation
 Mathematical signal processing
 Adaptive approximation for sparse data representations
Publications
Dr. JensPeter Zemke (TUHH)
Research interests and expertise

numerical linear algebra

Krylov subspace methods

eigenvalue problems

perturbation theory

roundoff error analysis
Potential matchmaking 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 matchmaking fields

Inverse problems: denoising, deconvolution problems, phase retrieval etc.

Parameter identification
Publications
Probability Theory and Mathematical Statistics
Prof. Mathias Trabs (UHH)
Research interests and expertise

mathematical statistics,

especially highdimensional and nonparametric statistics and statistics for stochastic processes

 stochastic processes,
 especially stochastic (partial) differential equations and Lévy processes
Potential matchmaking fields

applications of stochastic processes and machine learning
Publications