Published December 12, 2024
| Version v1.0.0
Dataset
Open
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 | |
|---|---|---|
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md5:31511dee16b5b248237aedbe7acc56e5
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6.0 MB | Preview Download |
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md5:186c2157ef51fba3a7998e45c0469324
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6.4 MB | Preview Download |
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md5:cf24ff3a3d2aa52bb0192d74f2afad4a
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2.6 GB | Download |
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md5:1f0277ea4cd24fc76a87dedbbe9b17b6
|
2.6 GB | Download |
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md5:35f1a1524c4ca3cb3d9e0b696b6f4678
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16.2 GB | Download |
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md5:82fdc592d709808df78b4b3a57c66377
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16.2 GB | Download |
Additional details
Related works
- Is part of
- arXiv:2405.09629 (arXiv)