EINN2025

Advances in AI/ML for theoretical nuclear physics

Not scheduled

20m

Talk in workshop 2: "AI & ML in nuclear science: starting with design, optimization, and operation of the machine and detectors, to data analysis"

Speaker

Felix Ringer (Stony Brook University)

Description

The rapid progress in AI/ML has led to numerous applications in theoretical nuclear physics, often transforming how we carry out calculations and analyze data. I will review recent developments, including generative modeling of collider events, simulation-based inference at the event level, and novel search strategies for physics beyond the Standard Model. These techniques are relevant to current experiments at CEBAF, RHIC, and the LHC, as well as the future Electron-Ion Collider.