Computer Science
Adaptive Distributed Systems, Agent-Oriented Software Development, Energy Informatics
Prof. Michael Köhler-Bußmeier (HAW)
Research interests and expertise
- Adaptive Multi-Agent Systems
- Petri Nets and Process Algebra
- Inter-Organisational Workflows
- Executable Specifications
- Model Transformations
- Analysis of Concurrent Systems
- Self-X properties, Self-organisation
- models@run.time
- Emergence and Autopoiese
- Social Networks
- Complexity Theory
Potential match-making fields
- Agent-Oriented Software Engineering
- Cyber-Physical Systems
- Dynamic System Architectures
- Acting under Uncertainty
- Real-Time and On-Line Learning
Publications
Prof. Jan Sudeikat (HAW)
Research interests and expertise
- Design of Adaptive, Distributed Systems
- Selforganization in Distributed Systems
- Multiagentsystems
- Agent-oriented Software Engineering
- Energy Informatics
Potential match-making fields
- Design of adaptive control systems
- Adaptive mechanisms for Cyber-Physical Systems (resource / task allocation, Scheduling, data preprocessing, … )
- Self-X-Properties, via decentralized coordination
- Mapping: agents & organization ßà phys. entities
- Energy-management
- Meta-heuristics for Optimization / Configuration of Cyber-Physical Systems
Publications
Algorithms and Complexity
Prof. Matthias Mnich (TUHH)
Research interests and expertise
- algorithms
- optimization
- scheduling
- artificial intelligence
- data science
- machine learning
- computational complexity
- quantum computing.
Potential match-making fields
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crystallography
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experiment scheduling
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Ising models
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design problems in bioinformatics.
Publications
Applied Computer Science
Prof. Robin Wilke (HAW)
Research interests and expertise
- X-ray diffraction microscopy
- ptychography
- tomography
- inverse problems
- high-performance computing
- medical computed tomography
- magnetic resonance imaging (MRI)
- parallel imaging MRI
- real-time MRI
- data science
Potential match-making fields
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machine learning
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data science
-
computer vision
Publications
Bioinformatics / Cheminformatics
Prof. Matthias Rarey (UHH)
Research interests and expertise
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algorithms and data management systems for small organic compounds, navigating chemical space
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combinatorial and numerical optimization problems on molecular systems
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chemical pattern matching, pattern generation and analytics
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molecular docking with a focus on protein-ligand complexes, structure-based virtual screening
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algorithms for generating, handling and comparing three-dimensional molecular models
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database systems for managing and searching large collections of three-dimensional molecular structures
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machine learning applications on small molecules and proteins
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visual analytics of complex molecular data
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user interface design for scientific software
Potential match-making fields
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computational problems in x-ray crystallography
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computational problems in cryo electron microscopy
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algorithms, databases, and visual analytics for molecular data
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tricky combinatorial problems in natural sciences
Publications
Bioinformatics / Computational Biology / Medical Informatics
Prof. Jan Baumbach (UHH)
Research interests and expertise
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Systems biology
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Network medicine
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OMICS data analysis
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Artificial intelligence
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Machine learning
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Big data
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Combinatorial optimization
Potential match-making fields
- Structural biology
- Protein structures
- Small compound structures
- Cell biology
- Quantum computing
Publications
Computational Material Science
Prof. Robert Meißner (TUHH)
Research interests and expertise
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Advanced molecular dynamics simulations
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Free energy calculations
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Nanofluidics
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Amorphous and hierarchical electrode materials
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Nanomechanics
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Corrosion of magnesium
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Machine learning in atomistic simulations
Potential match-making fields
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Polymers
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Electrochemistry
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X-ray crystallography
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Liquid-solid interfaces
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Nanoconfinement
Publications
Computational Science
Prof. Hans Fangohr (MPSD)
Research interests and expertise
- simulation of magnetic nanostructures (micromagnetic and atomistic models)
- user interfaces for scientific software
- computational workflows and reproducibility
- domain-specific languages in science
- automatic code generation for computer simulation
- application of machine learning techniques in science
- research software engineering
- data analysis and visualisation
Potential match-making fields
- machine learning expertise
- applications of topics listed above
- visualisation
Publications
Computer Engineering
Prof. Görschwin Fey (TUHH)
Research interests and expertise
- Computer Aided Design of Circuits and Systems
- within this area: dependability, debugging, formal verification
Potential match-making fields
- dependability
- embedded systems
- anomaly detection
Publications
Computer Vision
Prof. Simone Frintrop (UHH)
Research interests and expertise
- computer vision, especially biologically inspired approaches
- saliency modelling, visual attention, eye fixation predition
- robot vision, especially algorithms for autonomous mobile robots such as service robots
- prioritized data processing and active perception
- deep learning in computer vision
- computer vision for virtual and augmented reality
Potential match-making fields
- object detection and classification
- segmentation and semantic segmentation
Publications
Data Science
Prof. Marina Tropmann-Frick (HAW)
Research interests and expertise
- Visual Analytics
- Machine /Deep Learning
- Data modeling and engineering
- Predictive Analytics
- Decision Support
- Explainable AI/ML and Human-in-the-Loop
Potential match-making fields
- data acquisition, engineering and analysis of massive data sets
- explorative visual techniques for processing and analysis of data
- privacy and ethics in Data Science
Publications
Human-Computer Interactions
Prof. Frank Steinicke (UHH)
Research interests and expertise
- Virtual, Augmented and Mixed Reality
- Natural User Interfaces
- Spatial and 3D Interaction
- Human-centered Artificial Intelligence
- Multi-Touch Interaction
- Human-Robot Interaction
- Interactive Media and Devices
- Interactive Computer Graphics
- Intelligent/Smart Environments
- Haptics and Weaarbles
Potential match-making fields
- Perceptual and Social Psychology
- Cognitive Science
- Health applications
- Neuroscience
Publications
Machine Learning
Prof. Gregor Kasieczka (UHH)
Research interests and expertise
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Collider-based experimental particle physics
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Searches for exotic new physics
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Deep learning for object classification (images/point clouds/graphs)
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Unsupervised anomaly detection/density estimation
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Generative models for fast simulation
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Uncertainty quantification via Bayesian networks
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Decorrelation for robust of predictions
Potential match-making fields
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Mathematics: e.g. analysis of latent spaces: topology, dimensionality
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Other application domains: joint applications of unsupervised anomaly detection
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Computer Science: Architecture development,
e.g. for weakly supervised/unsupervised classification, uncertainty quantification, generative models for point-clouds -
Applied Computer Science: adaptation of deep learning models to FPGAs for fast inference
Publications
Prof. Sören Laue (UHH)
Research interests and expertise
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Machine Learning (ML; Classical and Deep Learning)
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Efficient Algorithms
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Optimization (Nonlinear and Combinatorial)
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Artificial Intelligence
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Quantum Computing
Potential match-making fields
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Application of ML to Physics
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Efficient ML Methods for Specialized Hardware
Publications
Medical Technology and Intelligent Systems
Prof. Alexander Schlaefer (TUHH)
Research interests and expertise
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robotics
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navigation
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machine learning
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treatment planning
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motion compensation
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OCT
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ultrasound
Potential match-making fields
Publications
Networking, Distributed Systems, Embedded Systems and Security
Prof. Thomas C. Schmidt (HAW)
Research interests and expertise
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Computer Networks/Internet Technologies
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Internet Measurement/Measurement Data Analysis
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Internet Security/Security Measurement & Analysis
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Internet of Things/Sensing and Embedded Systems
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Internet Standards/Protocol Engineering
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Distributed Systems/Large-scale Distributed Software
Potential match-making fields
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IoT applications: Sensing and Control for Machinery and Maintenance
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Real-time Data Analysis/Scalable Event Processing
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Large-scale Distributed Simulation
Publications
Signal Processing
Prof. Timo Gerkmann (UHH)
Research interests and expertise
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Noise reduction
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Signal Processing
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Source Separation
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Speech Enhancement
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Phase retrieval
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Machine Learning
Potential match-making fields
- Probabilistic Machine Learning
- Generative Models
- Phase Retrieval
Publications
Software Engineering
Prof. Walid Maaley (UHH)
Research interests and expertise
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Software Engineering,
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Requirements Engineering,
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Applied Machine Learning,
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DevOps,
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Data-Driven Software Engineering,
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Digital Design,
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Machine Learning Engineering,
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Mining Software Repositories
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API Usability
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End User Programming
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Analytics
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Recommender Systems
Potential match-making fields
- Material Science
- Experimental Physics (in particular virtualized experiments)
- Applied Mathematics (in particular stochastic and approximation)
Publications
Prof. Sibylle Schupp (TUHH)
Research interests and expertise
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Automated Software Engineering
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Software Correctness
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Domain-Specific Languages
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Software-Implemented Hardware Fault Tolerance
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Compiler Front-Ends
Potential match-making fields
- Algorithms
- Optimization
- Data Cleaning
- Software Renovation
- Software Testing
Publications
Theoretical Computer Science, Computer Vision and Machine Learning
Prof. Peer Stelldinger (HAW)
Research interests and expertise
- Machine Learning
- Computer Vision
- Point Cloud Processing
- Discrete Geometry and Topology
- (Auto-)Stereoscopy
Potential match-making fields
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Non-Standard Algorithms for Computer Vision Problems
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Theory of Artificial Neural Networks
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Efficient Processing of Point Cloud Data
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Digitization and Topological Sampling Theorems
Publications