Applied Analysis and Scientific Computing
- Computational Fluid Dynamics (viscous flow, acoustics, pipe networks, blood flow, combustion)
- Multiscale / multirate numerical methods (upscaling and homogenization, multi-phase flows in complex media, two-scale reaction-diffusion models)
- Numerical Linear Algebra (eigenvalues of large matrices, Krylov subspace techniques)
- Model Order Reduction (electronic circuit simulation, electromagnetics (Maxwell equations)
- Image Analysis (MRI imaging, analysis of fibrous tissue)
Statistics, Probability and Operations Research
- Random Networks
- performance analysis (resource-sharing networks, wireless networks, polling models)
- analysis of structural properties (percolation, metastability)
- Adaptive learning (distilled sensing)
- Software Reliability Growth Modelling
- Statistical Process Control
Discrete Mathematics
- Analysis of cryptosystems (provable security, code-based cryptography, hash functions)
- Polyhedral methods (workforce planning)
- Approximation methods / heuristics (scheduling, large-scale makespan minimization)
- Enhanced technological learning (interactive documents, e-learning)
Algorithms and Visualisation
- Randomized algorithms
- Approximation algorithms
- Visual analytics
- Computational geometry
- Interactive computer graphics
- Information visualisation
Process Science and Data Mining
- Process mining
- Process-aware information systems
- Workflow management
- Data mining
- Sentiment analysis
- Web engineering
- Adaptive information delivery
Software Engineering and Technology
- Modelling of system behaviour
- Analysis of system behaviour
- Model driven software development
- Domain specific programming languages
Security, System Architecture and Networking
- Trust management
- Access control
- Policy compliance
- Intrusion detection
- ICT risk management
- Security of embedded systems
- Architecture of embedded distributed systems
- Resource constrained networked embedded systems