Variational autoencoders for new physics mining at the Large Hadron Collider

• Cluster Scanning: a novel approach to resonance searches

  2024 Journal of High Energy Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  1

  citations
• Explainable representation learning of small quantum states

  2023 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  11

  citations
• A normalized autoencoder for LHC triggers

  2023 SciPost Physics Core article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  26

  citations
• What's anomalous in LHC jets?

  2023 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  24

  citations
• Report on 2206.14225v2

  2023 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Report on 2206.14225v1

  2022 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Report on scipost_202207_00012v1

  2022 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Report on scipost_202207_00012v1

  2022 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Report on 2202.00686v2

  2022 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Report on 2202.00686v2

  2022 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• What's Anomalous in LHC Jets?

  2022 RWTH Publications (RWTH Aachen) article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  3

  citations
• The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

  2022 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  115

  citations
• Report on 2105.14027v2

  2021 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Report on 2105.14027v1

  2021 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Autoencoders for unsupervised anomaly detection in high energy physics

  2021 RWTH Publications (RWTH Aachen) article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  100

  citations
• Casting a graph net to catch dark showers

  2021 RWTH Publications (RWTH Aachen) article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  69

  citations
• Report on 2006.08639v2

  2020 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Report on 2006.08639v2

  2020 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations

18 results