SciPost Submissions

Submissions:

• Physics:  High-Energy Physics - Experiment  •  High-Energy Physics - Phenomenology

  Physics case for low-$\sqrt{s}$ QCD studies at FCC-ee

  by David d'Enterria, Pier Francesco Monni, Peter Skands, Andrii Verbytskyi

  Version 2 (latest version)
  Submitted Dec. 10, 2025, 11:55 a.m. to SciPost Physics · latest activity: Dec. 10, 2025, 12:04 p.m.

• Physics:  High-Energy Physics - Experiment

  Machine Learning-Based Energy Reconstruction for the ATLAS Tile Calorimeter at HL-LHC

  by Francesco Curcio

  Version 2 (latest version)
  Submitted Dec. 9, 2025, 3:10 p.m. to SciPost Physics Proceedings · latest activity: Dec. 11, 2025, 5:34 p.m.

• Physics:  High-Energy Physics - Experiment

  Machine Learning for Event Reconstruction in the CMS Phase-2 High Granularity Calorimeter Endcap

  by Théo Cuisset

  Version 2 (latest version)
  Submitted Dec. 9, 2025, 12:12 p.m. to SciPost Physics Proceedings · latest activity: Dec. 11, 2025, 5:39 p.m.

• Physics:  High-Energy Physics - Experiment

  Synthetic Data Generation with Lorenzetti for Time Series Anomaly Detection in High-Energy Physics Calorimeters

  by Laura Boggia, Bogdan Malaescu

  Version 3 (latest version)
  Submitted Dec. 4, 2025, 3:49 p.m. to SciPost Physics Proceedings · latest activity: Dec. 11, 2025, 2:07 p.m.

• Physics:  High-Energy Physics - Experiment

  ATLAS EFT Results in the Top Quark Sector

  by Dongwon Kim

  Version 2 (latest version)
  Submitted Dec. 3, 2025, 8:24 p.m. to SciPost Physics Proceedings · latest activity: Dec. 11, 2025, 2:07 p.m.

• Physics:  High-Energy Physics - Experiment  •  High-Energy Physics - Phenomenology

  Accelerating multijet-merged event generation with neural network matrix element surrogates

  by Tim Herrmann, Timo Janßen, Mathis Schenker, Steffen Schumann, Frank Siegert

  Version 2 (latest version)
  Submitted Dec. 3, 2025, 8:15 a.m. to SciPost Physics · latest activity: Dec. 3, 2025, 8:21 a.m.

• Physics:  High-Energy Physics - Experiment  •  High-Energy Physics - Phenomenology

  BitHEP --- The Limits of Low-Precision ML in HEP

  by Claudius Krause, Daohan Wang, Ramon Winterhalder

  Version 2 (latest version)
  Submitted Dec. 2, 2025, 10:05 p.m. to SciPost Physics · latest activity: Dec. 10, 2025, 8 a.m.

• Physics:  High-Energy Physics - Experiment

  Searches for Top-associated Dark Matter Production at the LHC

  by Dominic Stafford, on behalf of the ATLAS and CMS collaborations

  Version 2 (latest version)
  Submitted Dec. 2, 2025, 3:35 p.m. to SciPost Physics Proceedings · latest activity: Dec. 10, 2025, 4:13 p.m.

• Physics:  High-Energy Physics - Experiment

  Enhancing low energy reconstruction and classification in KM3NeT/ORCA with transformers

  by Iván Mozún Mateo

  Version 3 (latest version)
  Submitted Dec. 1, 2025, 1:40 p.m. to SciPost Physics Proceedings · latest activity: Dec. 5, 2025, 10:57 p.m.

• Physics:  High-Energy Physics - Experiment  •  High-Energy Physics - Phenomenology

  $\mathcal{CP}$-Analyses with Symbolic Regression

  by Henning Bahl, Elina Fuchs, Marco Menen, Tilman Plehn

  Version 2 (latest version)
  Submitted Nov. 28, 2025, 3:31 p.m. to SciPost Physics · latest activity: Nov. 28, 2025, 3:41 p.m.