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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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The Alan Turing Institute
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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