AI and High-Energy Physics

Recent advances in artificial intelligence have had an outsized impact on many scientific fields, and high-energy physics is no exception. What is special about high-energy physics, though, is the vast amount of theoretical and experimental knowledge that we already have about many problems in the field. In this talk, I draw on examples from collider phenomenology and quantum chromodynamics to highlight the fascinating interplay between theoretical principles and machine learning strategies.