Published February 24, 2023 | Version v1
Dataset Open

Dataset for Quantum anomaly detection in the latent space of proton collision events at the LHC

  • 1. CERN
  • 2. CERN/University of Vienna

Description

Dataset used for https://arxiv.org/abs/2301.10780. The initial dataset is compressed to a low-dimensional latent space using a deep autoencoder. Files with compressed data are provided here in HDF5 format. Different sets of files are given, for different choices of dimensionality for the latent space. A description of the dataset is provided in https://arxiv.org/abs/2301.10780

Files

Files (1.8 GB)

Name Size Download all
md5:b2ac4411d2c2f2efb861d68bc132d76d
1.8 GB Download

Additional details

Related works

Is supplemented by
Journal article: https://arxiv.org/abs/2301.10780 (URL)

Funding

European Commission
mPP - machine learning for Particle Physics 772369