Zahra Farazpay

My research:

ATLAS physics with a focus on hadronic final states, detector reconstruction, 5D calorimetry, and scientific machine learning.

My expertise is:

High-energy physics data analysis, ROOT/C++, Python, detector performance studies, and machine learning for scientific applications.

A problem I’m grappling with:

Developing physics-aware machine learning methods for detector reconstruction and precision measurements.

I’ve got my eyes on:

Physics-informed and scientific machine learning.

I want to know more about:

How to choose the most appropriate neural network architectures for scientific applications, efficient parallel computing, and modern AI software tools for high-energy physics.