Learning Particle Physics from Machines

TITLE:

CSRC Colloquium

Learning Particle Physics from Machines

DATE:

Friday, April 24, 2020

TIME:

3:00 PM

LOCATION:

Virtual Zoom Conference

SPEAKER:

Dr. Daniel Whiteson, Professor, Physics and Astronomy, UC Irvine

ABSTRACT:

Recent advances in artificial intelligence offer opportunities to disrupt the traditional strategies for discovery of new particles in high energy collisions. I will describe the new machine-learning techniques, explain why they are particularly well suited for particle physics, present selected results that demonstrate their new capabilities, and present a strategy for translating their learned strategies into human understanding.

HOST:

Fridolin Weber

VIDEO: