Workshop on Machine Learning for Cosmic-Ray Air Showers

Embassy Suites by Hilton Newark Wilmington South

Embassy Suites by Hilton Newark Wilmington South

Talks and breaks will be in the hotel. Dinner (Wednesday evening): Gelato Restaurant, Main Street Everything is in Newark DE (= Delaware; do not go to any other Newark elsewhere).
Frank Schroeder (University of Delaware / Karlsruhe Institute of Technology) , Marcos Santander (University of Alabama) , Matthias Plum (Marquette University) , Serap Tilav (University of Delaware) , Xinhua Bai (South Dakota School of Mines and Technology)

Scope of the Workshop:

Machine Learning for the study of air showers is a raising topic, which meanwhile has reached all detection techniques: be it a higher precision for the reconstruction of particle-detector arrays, lowering the threshold or radio arrays, or improving the gamma-hadron separation. This workshop aims at bringing those together who actively work on machine learning in the context of air showers initiated by any type of primary particles (e.g., cosmic rays, gamma rays, or neutrinos). On purpose, we plan for a small workshop which allows for longer talks, plenty of question time, and extended discussions over coffee and lunch break. All machine-learning methods are welcome, be it boosted decision trees, or any type of neural networks. In addition to contributed talks, we plan for invited highlight talks on recent successful applications in our field as well as machine-learning science and prevailing hardware and software techniques.


Zoom Link (passcode will be sent to participants)


Hybrid Mode: on site + online

Since the small workshop of the type we plan will benefit from all the informal discussions in the breaks and after the sessions, we prefer to have most participants attending on site. Nonetheless, we recognize that travelling may still be a challenge for some participants, which is why we plan for the option of online attendance at the talks.




We will have a number of invited and contributed talks. To allow for plenty of time for discussion, talks should be planned including 10 minutes of questions, so 35+10 or 20+10. Please include in your presentations not simply the results, but also explain how you have achieved them, where have been problems, and what open questions are. We also have a few flash talks for students of 10+5 min duration.


We plan to make abstracts and materials (e.g., PDF of any slides shown) available via this indico during the conference and afterwards upload them on Zenodo free of charge to make them available open access and to provide a citable DOI. By submitting your abstract, you agree to the Zenodo terms. If you do not want to share all of the materials shown, just upload a reduced version of the PDF instead containing only the publishable material.

There will be no written proceedings in a classical sense.


Location (changed):

Embassy Suites by Hilton Newark Wilmington South

654 S College Ave, Newark, DE, US

(Do to recent Covid restrictions, the workshop has moved to the Embassy Suites hotel which is close to the University of Delaware stadium.)



Recommended airport is Philadelphia (PHL), but other airports are possible, in particular, if you rent a car to come to Newark DE (not Newark NJ).

From PHL you can take an airport shuttle:

Delaware Express Shuttle ; use Group Discount code 114906

Further travel information is available here:



You are responsible for your room reservation / cancellations.

Here is a link to the new conference hotel. You may be able to get better deals by thirdparty websites.

The "Baymont by Wyndham Newark I-95 at University of Delaware" is a cheaper hotel option right next to the conference hotel.

If you stay somewhere else (e.g., at the Marriott): because the workshop is not held on campus, you are not allowed to use the UD shuttle which is free of charge and has a stop at the stadium close to the hotel.



There are limited options available at and close by the conference hotel. More options are available downtown at Main Street (see bottom right).


Conference Fee:

We plan to charge a small fee of 100 USD for participation on site and of 50 USD for remote participation to cover local and administrative cost (sorry, no reimbursements possible).

Pay here:


Cancellation Policy:

Cancellations before 31 October will receive a full refund. We cannot guarantuee any refund for later cancellations. We are not responsible for any cancellation fee that may be charged by the hotel.


Covid Rules:

For the workshop you have to respect all Covid rules valid in Newark, Delaware and additional rules set by the University of Delaware. Currently these rules include among other measures:

  • Mask mandate (N95 mask or equivalent recommended)
  • Vaccination mandate including a booster for those eligible (or a PCR test within taken within the last 72 hours; a delayed test result is your risk and would exclude you from any in-person events).
  • Fill a daily health questionaire and only participate in the workshop if you get cleared:


Feel free to reach out to the organisation committee if you have any questions.

After Workshop Survey
On-site participation
Remote participation
  • Abdul Rehman
  • Achara Seripienlert
  • Agnieszka Leszczyńska
  • Alan Coleman
  • Alexander Novikov
  • Andreas Haungs
  • Andres Delgado
  • Anjana Kaushik Talluri
  • Aurélien Benoit-Lévy
  • Ava Ghadimi
  • Beatriz de Errico
  • Benedetta Bruno
  • Benjamin Flaggs
  • Brian Humensky
  • Cyrin Neeraj
  • Dana Kullgren
  • Daniel Nieto
  • Daniil Reutsky
  • Danish Farooq Meer
  • Dave Seckel
  • David Williams
  • Dennis Soldin
  • Diana Leon
  • Dmitriy Kostunin
  • Dmitry Malyshev
  • Donghwa Kang
  • Eduardo Moreno
  • Ek Narayan Paudel
  • Eli Kasai
  • Eliza Gazda
  • Eric Mayotte
  • Ernesto Belmont
  • Ezequiel Rodriguez
  • Federico Bontempo
  • Felipe Orozco
  • Felix Schlüter
  • Frank McNally
  • Frank Schroeder
  • Gašper Kukec Mezek
  • George Filippatos
  • Gopal Bhatta
  • Gregory Foote
  • Hao Zhou
  • Ibrahim Torres
  • Igor Romanov
  • Ilona Zubrytska
  • Ioan Maris
  • Isabella Brewer
  • Ivan Kharuk
  • Jakub Juryšek
  • Jamie Zvirzdin
  • Jamie Zvirzdin
  • Jeffrey Lazar
  • jigar bhanderi
  • Johannes Eser
  • Jonas Glombitza
  • Juan Carlos Díaz Vélez
  • Juan Miguel Carceller
  • Julian Saffer
  • Kameswara Bharadwaj Mantha
  • Kevin Almeida Cheminant
  • Krishna Kumar
  • Larissa Paul
  • Leonel Morejon
  • Logan Molchany
  • Lucy Fortson
  • Mahdi Bagheri
  • Marcos Santander
  • Margarita Tsobenko
  • Marimuthu N
  • Markus Roth
  • Martin Liu
  • Matthias Plum
  • Mauricio Suarez-Duran
  • Meghan Tanner
  • Mikhail Kuznetsov
  • Mikhail Zotov
  • Mirco Huennefeld
  • Najia Moureen Binte Amin
  • Nataliia Borodai
  • Nicolas Martin Gonzalez Pintos
  • Nikita Petrov
  • Noelia Santos
  • Noppadol Punsuebsay
  • Oleg Kalashev
  • Oliver Isac Ruiz-Hernandez
  • Olivier Martineau
  • Orazio Zapparrata
  • Paras Koundal
  • Percy Cáceres
  • Philip Ruehl
  • Pierre-Simon Mangeard
  • Pragati Mitra
  • Pranav Sampathkumar
  • Raul Ribeiro Prado
  • Remy Prechelt
  • Rocio Garcia Ginez
  • Sandra LE COZ
  • Serap Tilav
  • Sergei Gleyzer
  • Shehu AbdusSalam
  • Sheridan Lloyd
  • Sonja Mayotte
  • Stef Verpoest
  • Tanguy Pierog
  • Tomás Capistrán
  • Victor Manuel Luna Mendoza
  • Vladimir Sotnikov
  • Xinhua Bai
  • Yanee Tangjai
  • Yuping Zheng