Theresa Reisch
Introduction
My research:
Analysis of high energy physics data using advanced statistical tools such as ML
My expertise is:
Physics: top physics and quantum information at the ATLAS experiment
Methodology: statistical data analysis, unfolding
A problem I’m grappling with:
Finding new, original ideas for efficient scientific research
I’ve got my eyes on:
Observations of new physics phenomena, better understanding of elementary physics
I want to know more about:
New frontiers of ML tools and the interplay with research in high energy physics
Projects
Automated General Searches for New Physics
In contemporary high-energy physics, the number of potential scenarios for physics beyond the Standard Model far exceeds the capacity of dedicated searches. This disparity stresses the need for model-agnostic approaches that explore a broad spectrum of possibilities within the theoretical signal landscape.
