Research Statement
I am a PhD candidate in astroparticle physics specialising in the study of Galactic Cosmic Rays (GCRs), with a focus on AMS-02 data analysis and GCR transport phenomenology. My work combines data-driven methods and theoretical modelling to investigate cosmic-ray propagation and composition. Recent projects include a quantitative evaluation of machine learning techniques for antideuteron searches and a reassessment of electron-capture decay within GCR transport frameworks.
Current Projects
Antideuteron searches
Quantitative Evaluation of Machine Learning Classifiers for Optimizing Background Rejection in Antideuteron Searches.
Revisiting EC decay in the context of GCR data
Assessment of the Impact of Electron-Capture Decay on Predicted Cosmic-Ray Fluxes in Light of Current Observations.