Crisis mapping and affected populations
Human-centred AI methods that analyse alternative data sources such as satellite imagery, generating reviewable information for humanitarian response.
Explore projectProjects
Research projects.
These project clusters connect peer-reviewed research, open-source methods, operational systems and current work across applied and application-motivated theoretical themes.
Displacement and humanitarian planning
Integrating alternative data, predictive models and operational simulation methods to help humanitarian teams explore possible movement and resource-capacity scenarios.
Explore project
Digital twins and public-health response
Agent-based and individual-based models of disease transmission spanning national policy planning in the UK and operational public-health interventions in refugee and internally displaced person settings.
Explore project
Understanding information environments
Representation learning, semantic clustering and network analysis for understanding discourse across social media, news and radio in crisis and conflict settings.
Explore project
Physics simulations and methodological foundations
Physics-informed neural networks integrated with Monte Carlo generators to efficiently generate outputs with attached uncertainties.
Explore project