Published December 12, 2024 | Version v1.0.0

CaloDREAM -- Generated samples

Description

Generated samples used for the evaluation of CaloDREAM: Detector Response Emulation via Attentive flow Matching.

The repository contains the shower used for the evaluation of both ViT and laViT networks used for the CaloChallenge dataset 2 and dataset 3.

We also include two zip files containing the complete set of histograms for the following high-level features:

  • Ratio between total and incident energy;
  • Layer energy deposition;
  •  Layer-wise center of energy;
  • Layer-wise width of the center of energy;
  • Layer-wise sparsity;
  • Voxel energy deposition;
  • Weighted shower depth in radial slices;
  • Weighted shower depth in angular slices.

Files

hist_ds2_ViT_laViT.zip

Files (37.6 GB)

Name Size
md5:31511dee16b5b248237aedbe7acc56e5
6.0 MB Preview Download
md5:186c2157ef51fba3a7998e45c0469324
6.4 MB Preview Download
md5:cf24ff3a3d2aa52bb0192d74f2afad4a
2.6 GB Download
md5:1f0277ea4cd24fc76a87dedbbe9b17b6
2.6 GB Download
md5:35f1a1524c4ca3cb3d9e0b696b6f4678
16.2 GB Download
md5:82fdc592d709808df78b4b3a57c66377
16.2 GB Download

Additional details

Related works

Is part of
arXiv:2405.09629 (arXiv)