Joschka Birk

According to our database, Joschka Birk authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

OmniJet-α_C: Learning point cloud calorimeter simulations using generative transformers.

Joschka Birk, Frank Gaede, Anna Hallin, Gregor Kasieczka, Martina Mozzanica, Henning Rose

CoRR, January, 2025

2024

Aspen Open Jets: a real-world ML-ready dataset for jet physics.

Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, Michael Krämer, Ian Pang, Humberto Reyes-González, David Shih

Dataset, December, 2024

OmniJet-α: the first cross-task foundation model for particle physics.

Joschka Birk, Anna Hallin, Gregor Kasieczka

Mach. Learn. Sci. Technol., 2024

Umami: A Python toolkit for jet flavour tagging.

Jackson Barr, Joschka Birk, Maxence Draguet, Stefano Franchellucci, Alexander Froch, Philipp Gadow, Daniel Hay Guest, Manuel Guth, Nicole Michelle Hartman, Michael Kagan, Osama Karkout, Dmitrii Kobylianskii, Ivan Oleksiyuk, Nikita Ivvan Pond, Frederic Renner, Sebastien Rettie, Victor Hugo Ruelas Rivera, Tomke Schröer, Martino Tanasini, Samuel Van Stroud, Janik Von Ahnen

J. Open Source Softw., 2024

Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics.

Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, Michael Krämer, Ian Pang, Humberto Reyes-González, David Shih

CoRR, 2024

2023

Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information.

Joschka Birk, Erik Buhmann, Cedric Ewen, Gregor Kasieczka, David Shih

CoRR, 2023