Arif Bayırlı

PhD Researcher

Boğaziçi University Physics Department & CERN

I am a PhD researcher, working in ATLAS Experiment at CERN, affliated with Boğaziçi University, Istanbul. I got my Physics masters from Boğaziçi University in 2017, working on CAST Experiment at CERN with the supervision of V. Erkcan Özcan (Bogazici University), Serkant Ali Çetin (Bilgi Unv.) and Giovanni Cantatore (University of Trieste).

In my PhD work, I am working on data analysis in particle physics, particularly applying machine learning methods to vector-boson scattering processes (jet tagging and substructure analysis). I am currently working on software development within ATLAS TRT detector at CERN, using RNN deep learning models to improve electron identification performance for the upcoming phase (Run 3). I am also highly interested in probability/statistics and their applications to computational physics and statistical mechanics related problems. For more details on my research interests, please visit the Research tab.



Official Address: Boğaziçi University, Physics Department

North Campus, 34342, Bebek, Istanbul