Michael Krämer
@mikraemer.bsky.social
Physicist at RWTH Aachen. Interested in particle physics, astroparticle physics, cosmology, machine learning, philosophy of science.
We also provide the AspenOpenJets dataset for further public use in ML applications: www.fdr.uni-hamburg.de/record/16505
Aspen Open Jets: a real-world ML-ready dataset for jet physics
This dataset contains approximately 180 M boosted jets, derived from open data collected by the CMS experiment at the Large Hadron Collider (LHC) in 2016 — specifically the JetHT datastream — and pres...
www.fdr.uni-hamburg.de
January 6, 2025 at 1:21 PM
We also provide the AspenOpenJets dataset for further public use in ML applications: www.fdr.uni-hamburg.de/record/16505
Reposted by Michael Krämer
We prepared 180M jets from 2016 CMS data taking to be easily used for machine learning & demonstrate their use for pre-training.
Data at: www.fdr.uni-hamburg.de/record/16505
Paper at: arxiv.org/abs/2412.10504
w/ @ozamram.bsky.social, @joschkabirk.bsky.social, @mikraemer.bsky.social & others
Data at: www.fdr.uni-hamburg.de/record/16505
Paper at: arxiv.org/abs/2412.10504
w/ @ozamram.bsky.social, @joschkabirk.bsky.social, @mikraemer.bsky.social & others
Aspen Open Jets: a real-world ML-ready dataset for jet physics
This dataset contains approximately 180 M boosted jets, derived from open data collected by the CMS experiment at the Large Hadron Collider (LHC) in 2016 — specifically the JetHT datastream — and pres...
www.fdr.uni-hamburg.de
December 17, 2024 at 7:21 AM
We prepared 180M jets from 2016 CMS data taking to be easily used for machine learning & demonstrate their use for pre-training.
Data at: www.fdr.uni-hamburg.de/record/16505
Paper at: arxiv.org/abs/2412.10504
w/ @ozamram.bsky.social, @joschkabirk.bsky.social, @mikraemer.bsky.social & others
Data at: www.fdr.uni-hamburg.de/record/16505
Paper at: arxiv.org/abs/2412.10504
w/ @ozamram.bsky.social, @joschkabirk.bsky.social, @mikraemer.bsky.social & others