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The Institute's research spans a huge range of disciplines and expertise. See the (still expanding) list of research areas covered by the Institute and explore projects, people, events and more

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Algorithms

  • Complexity (Algorithms)
  • Compression (Algorithms)
  • Data structures
  • Distributed (Algorithms)
  • Numerical (Algorithms)

Applied mathematics

  • Dynamical systems & differential equations
  • Information theory (Applied mathematics)
  • Mathematical physics
  • Multi-agent systems
  • Numerical analysis
  • Operations research

Artificial intelligence

  • Control theory
  • Evolution & adaptation
  • Game theory
  • Knowledge representation
  • Multi-agent reasoning
  • Neural networks
  • Neuroscience
  • Nonlinear dynamics
  • Pattern formation
  • Robotics
  • Safe and ethical
  • Symbolic systems
  • Systems theory

Computer systems & architectures

  • Communications
  • Computing networks
  • Databases
  • Human computer interface
  • Information retrieval
  • Neural & evolutionary computing
  • Operating systems
  • Parallel computing
  • Real time computing
  • Visualisation (Computer systems & architectures)

Machine learning

  • Applications (Machine learning)
  • Computer vision
  • Deep learning
  • Natural language processing
  • Pattern recognition
  • Reinforcement learning
  • Semi-supervised learning
  • Speech recognition
  • Supervised learning
  • Unsupervised learning

Mathematical modelling

  • Agent-based modelling
  • Automata & algebraic (Mathematical modelling)
  • Deterministic (Mathematical modelling)
  • Dynamic/static (Mathematical modelling)
  • Ensemble (Mathematical modelling)
  • Graph theory
  • Stochastic (Mathematical modelling)

Optimisation

  • Convex programming
  • Nonlinear programming
  • Stochastic optimisation

Privacy & trust

  • Cryptography
  • Differential privacy
  • Identity management
  • Verification

Programming languages

  • Hardware optimisation (FPGA/GPU)
  • Literate programming
  • Probabilistic programming
  • Software framework development
  • Theory of programming languages
  • Visualisation (Programming languages)

Theoretical mathematics

  • Algebra
  • Calculus & analysis
  • Combinatorics
  • Geometry & topology
  • Logic
  • Number theory

Social data science

  • Cognitive science
  • Data science of government & politics
  • Developmental psychology
  • Ethics
  • Linguistics
  • Management science
  • Research methods
  • Social media
  • Social networks
  • Social psychology

Statistical methods & theory

  • Asymptotic (Statistical methods & theory)
  • Causality
  • Estimation theory
  • High dimensional inference
  • Information theory (Statistical methods & theory)
  • Modelling (Statistical methods & theory)
  • Monte Carlo methods
  • Non-parametric & semi-parametric methods
  • Probability
  • Simulation
  • Spatial analytics
  • Time series
  • Uncertainty quantification

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