Arif Bayırlı

Teaching Assistant - PhD Candidate

Boğaziçi University Physics Department

I am currently a teaching assistant and PhD student in 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 doing my authorship qualification task in ATLAS TRT group using RNN and RecNN deep learning models for better electron identification performance. I am also highly interested in probability/statistics and their applications to computational physics and statistical mechanics related problems. For more detail on my research interest, please visit the Research tab.



Mailing Address: Boğaziçi University, Physics Department

North Campus, 34342, Bebek, Istanbul