Machine learning Reinforcement learning Social Network Analysis Data and text mining
Dynamic Traffic Assignment Transportation Network Modelling Intelligent Transportation Systems Pedestrian Safety
Data mining/Machine Learning Applied Statistics, Algorithmic Heuristic approaches to problem solving.
Metabolic network analysis Computational modelling Simulation of biological systems/networks Systems and synthetic biology Metabolic engineering (strain improvement through in silico modelling) High-performance GPGPU computing for systems biology
Statistical Machine Translation Text Analytics Deep Learning Crowd-sourcing
Process Systems Engineering, Process Control, Identification and Monitoring / Fault Detection & Diagnosis, Network Reconstruction, Sparse Modelling and Control, Multiscale Analysis and Modelling, Control Loop Performance Monitoring, Fuel Cell Systems Engineering.
Machine Learning Learning Theory and Optimisation
Secure Systems Engineering High Performance Computing VLSI Design Computer Architecture
Travel demand modelling and traveller behaviour Dynamic and stochastic network optimization and simulation
Develop theory to explore the performance limits of CI systems Develop novel CI systems Explore the promise of data-driven signal models in CI and computer vision
Stochastic modeling and analysis of communication networks Transportation networks Network control Queuing theory
Traffic Flow Modeling Intelligent Transportation Systems Traffic Operations and Management.
Bioinformatics Computational Network Biology Multi-tissue Genomics Single-cell Analysis
Data mining Fault Diagnosis Process design
Data analysis Process systems engineering kinetic modeling
Ultrasonics for Nondestructive Evaluation, Structural Health Monitoring and Process Control, Simulation and analysis of elastic wave propagation and scattering, Robotic and automated inspection, Artificial intelligence in sensing and control.
Systems and control theory Modeling and control of complex physical systems in the port-Hamiltonian framework Modeling and control of (cloud) computing systems and data analytics for power and cloud networks.
Wireless Networks Communication Systems.
Stochastic Processes Mathematical Statistical Modeling Data Analytics
Random access protocols Performance evaluation of IEEE802.11 WLANs Qos provisioning in 3G/4G cellular wirless network Performance analysis and optimization of adhoc wireless networks Communication protocol for industrial applications
Quantitative and population genetics-gentical and enviromental variation Genetic and regulator network in yeast system biology Large Scale human transcriptome and variation data analysis
Numerical Linear Algebra Approximation Theory Computational Statistics
Fault Diagnosis Process Control Optimization System Identification Systems biology.
Ultrasonics and Acoustic Structural Health Monitoring Micro and Nano Imaging Nondestructive Evaluation Materials Characterisation Wave Propagation.