Research Projects

This page highlights some of my key research projects, demonstrating the application of computational modelling to address socio-environmental challenges.

Modelling Returnee Movements to Ukraine (UNHCR Funded Project)

Description: Currently modelling the potential return movements of displaced populations to Ukraine using an Agent-Based Model (ABM). The model builds upon frameworks such as the Flee ABM code.

Focus: Conducting sensitivity analysis to understand which factors most significantly influence simulation outcomes and assessing the robustness of projections.

Collaborators: UNHCR, Brunel University London Computer Science Department.

Computational Modelling for Humanitarian Challenges (PhD Placement with Save the Children)

Description: Placement with Save the Children and Brunel University London, applying computational modelling techniques to humanitarian challenges.

Focus: Translating research methodologies to practical, non-academic contexts and collaborating with a major international NGO.

Other Migration and Disaster Modelling

• Modelling Flood-Induced Displacement: Simulating evacuation and migration patterns in response to natural hazards.
• Understanding Climate-Driven Migration: Exploring the interplay between environmental changes and human movement.
• Simulating Community Resilience and Coping Mechanisms: Modelling community responses to environmental shocks.