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Jun 4 – 5, 2025
Jefferson Lab
US/Eastern timezone

Neural Networks for QCD

Jun 5, 2025, 2:30 PM
30m
CC F224-225 & Zoom (Jefferson Lab)

CC F224-225 & Zoom

Jefferson Lab

12000 Jefferson Ave. Newport News, VA 23606

Speaker

Dr Wyatt Smith (University of Messina)

Description

In this talk we discuss novel methods for the application of AI to assist with the extraction of physical information from QCD. We discuss neural network architecture and machine learning for the extraction of topological quantities in lattice QCD, and for neural network-enforced unitarity and error propagation in the description of pion scattering data.

Author

Dr Wyatt Smith (University of Messina)

Presentation materials

There are no materials yet.