The Space of Collider Events (20'+10')

Jul 22, 2019, 5:30 PM
32-123 (MIT)


Plenary Talk Session


Eric Metodiev (Massachusetts Institute of Technology)


When are two collider events similar? In this talk, I answer this question by developing a metric between the events based on the earth mover's distance: the “work” required to rearrange one event into the other. With a metric in hand, I will focus on exploring the metric space of jets. Our metric allows us to visualize the space of jets, extract their dimensionality, perform jet classification, make contact with existing observables, identify the most and least typical jet configurations, and quantify the impact of detector effects in new ways.

Primary authors

Eric Metodiev (Massachusetts Institute of Technology) Patrick Komiske (Massachusetts Institute of Technology) Jesse Thaler (MIT)

Presentation materials