Machine Learning for Jet Physics

America/Chicago
One West (WH1W) (Fermilab)

One West (WH1W)

Fermilab

Ben Nachman (University of California Berkeley (US)) , Kyle Stuart Cranmer (New York University (US)) , Pushpalatha Bhat (Fermi National Accelerator Lab. (US)) , Sergei Gleyzer (University of Florida (US)) , Tilman Plehn (Heidelberg University)
Description

Machine learning has become a hot topic in particle physics over the past several years. In particular, there has been a lot of progress in the area of particle and event identification, reconstruction, fast simulation and others. One significant area of research and development has focused on jet physics. In this workshop, we will discuss current progress in this area, focusing on new breakthrough ideas and existing challenges. The ML4Jets workshop will be open to the full community and will include LHC experiments as well as theorists and phenomenologists interested in this topic.  

For last year's workshop, please see https://indico.physics.lbl.gov/indico/event/546/.

Chairs:
Sergei Gleyzer (U Florida)
Ben Nachman (LBNL)


Organizing Committee:
Pushpa Bhat (Fermilab) 
Kyle Cranmer (NYU) 
Sergei Gleyzer (U Florida) 
Ben Nachman (LBNL) 
Tilman Plehn (Heidelberg)

Local Organizing Committee:
Gabriele Benelli (Brown U),
Javier Duarte (Fermilab)
Benjamin Kreis (Fermilab)
Nhan Tran (Fermilab)
Justin Pilot (UC Davis)

LPC Event Committee Chairs:
Gabriele Benelli (Brown U)
Benjamin Kreis (Fermilab)

LPC Coordinators:
Cecilia Gerber (UIC)
Sergo Jindariani (Fermilab)

Participants
  • Abhijith Gandrakota
  • Abhishek Das
  • Alejandro Gomez Espinosa
  • Alexx Perloff
  • Anastasia Karavdina
  • Anders Andreassen
  • Annapaola De Cosa
  • Aran Garcia-Bellido
  • Arjun Chhetri
  • Aviv Ruben Cukierman
  • Ben Kreis
  • Ben Nachman
  • Benjamin Tannenwald
  • Bryan Ostdiek
  • Caleb James Smith
  • Christine Angela Mc Lean
  • Christopher Madrid
  • Cilicia Uzziel Perez
  • Colin Fallon
  • Cristina Ana Mantilla Suarez
  • Daniel Arthur Faia
  • Daniel Marley
  • David Miller
  • David Shih
  • David Yu
  • Dipsikha Debnath
  • Dorival Gonçalves
  • Douglas Berry
  • Elliot Parrish
  • Emanuele Usai
  • Emil Sorensen Bols
  • Emily Ann Smith
  • Enrico Bothmann
  • Eric Metodiev
  • Florian Bury
  • Gabriel Perdue
  • Gabriele Benelli
  • Giorgia Rauco
  • Grace Haza
  • Gregor Kasieczka
  • Haifa Rejeb Sfar
  • Hannsjorg Weber
  • Hevjin Yarar
  • Hossein Afsharnia
  • Huilin Qu
  • Ian Gustafson
  • Imre Kondor
  • Isabel Raymundo
  • Ivan Pogrebnyak
  • Jack Collins
  • Jacob Julian Kempster
  • James Proudfoot
  • Javier Mauricio Duarte
  • Jennifer Ngadiuba
  • Jennifer Thompson
  • Jesse Thaler
  • Joey Huston
  • Joey Huston
  • John Alison
  • Jonathan Shlomi
  • Jordan Damgov
  • Joseph Earl Lambert
  • Julie Hogan
  • Justin Pilot
  • Justin Tan
  • Ka Hei Martin Kwok
  • Kevin Pedro
  • Konstantin Gizdov
  • Leonardo Giannini
  • Lily Asquith
  • Loukas Gouskos
  • Lucas Kang
  • Marat Freytsis
  • Marc Gabriel Weinberg
  • Marco Farina
  • Marguerite Belt Tonjes
  • Mark Neubauer
  • Matthew Dolan
  • Matthew Feickert
  • Mauro Verzetti
  • Melissa Hutcheson
  • Miaoyuan Liu
  • Michael Andrews
  • Miguel Garcia
  • Nabin Poudyal
  • Nadja Strobbe
  • Nathaniel Joseph Pastika
  • Nicholas Elsey
  • Patrick Komiske
  • Paulina Kulyavtsev
  • Pradeep Jasal
  • Pushpalatha Bhat
  • Raghav Kunnawalkam Elayavalli
  • Rishi Gautam Patel
  • Robin Erbacher
  • Sadia Khalil
  • Salvatore Rappoccio
  • Samuel Ross Meehan
  • Saptaparna Bhattacharya
  • Sebastian Macaluso
  • Sergei Gleyzer
  • Sezen Sekmen
  • Shih-kai Lin
  • Simi Ily
  • Sitong An
  • Souvik Das
  • Stephan Lammel
  • Steve Mrenna
  • Sudeshna Banerjee
  • Sudhir Malik
  • Suneel Dutt
  • Sung Hak Lim
  • Tae Kim
  • Tao Liu
  • Taoli Cheng
  • Taylor Childers
  • Thea Aarrestad
  • Tilman Plehn
  • Titas Roy
  • Tommaso Dorigo
  • Tongguang Cheng
  • Victor Daniel Elvira
  • Walter Hopkins
  • Weinan Si
  • Yang-Ting Chien
  • Yannik Alexander Rath
  • Yao Yao
  • Yuichiro Nakai
  • Zhenbin Wu