Dataset Open Access

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

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


BibTeX Export

@misc{amram_oz_2024_16505,
  author       = {Amram, Oz and
                  Anzalone, Luca and
                  Birk, Joschka and
                  Faroughy, Darius A. and
                  Hallin, Anna and
                  Kasieczka, Gregor and
                  Krämer, Michael and
                  Pang, Ian and
                  Reyes-Gonzalez, Humberto and
                  Shih, David},
  title        = {{Aspen Open Jets: a real-world ML-ready dataset for 
                   jet physics}},
  month        = dec,
  year         = 2024,
  note         = {{This work was initiated at the Aspen Center for 
                   Physics, supported by National Science Foundation
                   grant PHY-2210452. We would like to thank
                   Alexander Mück for discussions. The research of MK
                   and HR-G is supported by the Deutsche
                   Forschungsgemeinschaft DFG under grant 396021762
                   -- TRR 257: Particle physics phenomenology after
                   the Higgs discovery. JB, AH and GK are supported
                   by the DFG under the German Excellence Initiative
                   -- EXC 2121  Quantum Universe – 390833306, and by
                   PUNCH4NFDI – project number 460248186. DAF, IP,
                   and DS are supported by DOE grant DOE-SC0010008.
                   OA is supported by Fermi Research Alliance, LLC
                   under Contract No. DE-AC02-07CH11359 with the U.S.
                   Department of Energy, Office of Science, Office of
                   High Energy Physics. LA is supported by the
                   University of Bologna. Additionally, we
                   acknowledge support from the Maxwell computational
                   resources at Deutsches Elektronen-Synchrotron
                   DESY, Hamburg, Germany, and computing resources
                   provided by RWTH Aachen University under project
                   rwth0934. This research used resources of the
                   National Energy Research Scientific Computing
                   Center, a DOE Office of Science User Facility
                   supported by the Office of Science of the U.S.
                   Department of Energy under Contract No. DE-
                   AC02-05CH11231 using NERSC award HEP-ERCAP0027491.}},
  doi          = {10.25592/uhhfdm.16505},
  url          = {https://doi.org/10.25592/uhhfdm.16505}
}

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