Social & behavioural science
Research on people requires measurements of actual behaviour, defensible comparisons and interpretation in context.
SCIENCE UNDER AUTOMATION
AI across scientific fields — directory 2
Browse scientific disciplines and their research demands.
Historical & archaeological research
Evidence about the past comes from objects, texts and their physical and cultural contexts.
Statistics
Design an estimator and check its assumptions
Probability theory
Prove properties of stochastic processes
Number theory
Develop and verify statements about integers
Algebra
Classify structures and establish their relationships
Geometry
Characterize shapes and prove geometric properties
Topology
Determine invariant properties of spaces
Combinatorics
Count and construct discrete objects
Numerical analysis
Bound the error and stability of numerical methods
Optimization
Find solutions under constraints and verify optimality
Information theory
Derive limits on communication and inference
Cryptography
Construct protocols and prove security properties
Software engineering
Specify, implement and maintain working systems
Machine learning
Develop models and evaluate their generalization
Computer vision
Extract reliable measurements from images
Natural language processing
Model language and evaluate meaning in context
Human–computer interaction
Design interfaces and test them with people
Experimental particle physics
Detect particle interactions and control instrumental backgrounds
Nuclear physics
Measure and model nuclear structure and reactions
Condensed matter physics
Explain collective behaviour in materials
Quantum information
Build and validate quantum protocols
Quantum optics
Control and measure quantum states of light
Plasma physics
Model and control ionized matter