The dataset viewer is not available for this split.
Error code: RowsPostProcessingError
Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
CLIC simulated events: tracks, calorimeter clusters and the particles behind them
Electron-positron collisions at 380 GeV (e+e- -> ttbar and e+e- -> Z/gamma* -> qq), simulated in full with Geant4 in the CLIC detector model through Key4hep. Each event is its set of reconstructed tracks and calorimeter clusters (17 features per element) with the generator-level particle assigned to each element.
These files are the training parts of Zenodo record 15062717, version v2.5.0, DOI 10.5281/zenodo.15062717,
"Simulated datasets for detector and particle flow reconstruction: CLIC detector, machine learning format", by
Joosep Pata, Farouk Mokhtar, Mengke Zhang, Eric Wulff, Dolores Garcia, Michael Kagan and Javier Duarte, released
under the Creative Commons Attribution 4.0 International licence
(https://creativecommons.org/licenses/by/4.0/). They are converted from the record's array_record files to NumPy
npz, one file per shard: n_elements (per event), X (the 17 released element features, unchanged) and y (the
first seven columns of the released per-element truth: class, charge, pt, eta, sin_phi, cos_phi, energy). The other
released arrays are left out.
Archives: ttbar-1a.tar, ttbar-1b.tar, ttbar-2a.tar, ttbar-2b.tar (1,427,800 ttbar events in 512 files) and
qq-1.tar, qq-2.tar (1,438,982 qq events in 256 files); archives.sha256 lists their checksums.
- Downloads last month
- -