3D Magnetohydrodynamic simulations of stellar wind interactions with close-in exoplanet atmospheres. Investigating how space weather from M-dwarf stars like AU Mic drives atmospheric escape and shapes observable Lyman-alpha signatures.
Agent-Based Models simulating population displacement during flooding, climate disasters and conflicts. Working with NGOs to forecast refugee return patterns and inform humanitarian policy with transparent, rule-based algorithms over black-box ML.
Modelled how space-weather conditions around AU Microscopii alter Lyman-alpha absorption patterns during planetary transits, revealing the dominant role of stellar winds in atmospheric escape.
Developing DFlee — integrating flood data with agent behavioural algorithms to simulate realistic evacuation timing, return decisions, and shelter-seeking in natural disaster contexts
Predictive ABM prototype forecasting potential return pathways of Ukrainian refugees for UNHCR
Interested in collaboration, speaking invitations, or curious about MHD simulations and refugee return modeling? I'd love to hear from you.