Pulling out all the tops with computer vision and deep learning

• Search for New Resonances Decaying to Pairs of Merged Diphotons in Proton-Proton Collisions at s = 13 TeV

  2025 Physical Review Letters article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  4

  citations
• 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
• 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 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
• 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
• Report on 2006.08639v1

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

  0

  citations
• Report on 2006.08639v1

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

  0

  citations
• Report on 2006.08639v1

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

  0

  citations
• Report on 2006.08639v1

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

  0

  citations
• Identification of heavy, energetic, hadronically decaying particles using machine-learning techniques

  2020 Journal of Instrumentation article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  152

  citations

17 results