Run HYSPLIT many times in parallel, aggregate exposure to ZIP code level. Modern sf/terra spatial stack.
Nuclear detonation atmospheric dispersion modelling in pure Julia
XGBoost models in pure Julia for rapid prediction of radiological impact on Ireland from nuclear power plant incidents. Trained on 2.2M HYSPLIT atmospheric dispersion simulations (2011-2024).
Design Science Research prototype for mobile detection and localization of New Psychoactive Substances (NPS), integrating physics-informed machine learning, atmospheric dispersion modeling, MLOps, and forensic auditability.
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