SciPost Submissions

Submissions:

• Physics:  High-Energy Physics - Experiment

  Physics Informed Neural Networks for design optimisation of diamond particle detectors for charged particle fast-tracking at high luminosity hadron colliders

  by Alessandro Bombini, Alessandro Rosa, Clarissa Buti, Giovanni Passaleva, Lucio Anderlini

  Version 1 (latest version)
  Submitted Sept. 26, 2025, 10:13 a.m. to SciPost Physics Proceedings · latest activity: Nov. 7, 2025, 4:51 p.m.

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

  Characterizing the hadronization of parton showers using the HOMER method

  by Benoit Assi, Christian Bierlich, Philip Ilten, Tony Menzo, Stephen Mrenna, Manuel Szewc, Michael K. Wilkinson, Ahmed Youssef, Jure Zupan

  Version 2 (latest version)
  Published as SciPost Phys. 19, 125 (2025) · latest activity: Nov. 11, 2025, 2:08 p.m.

• Physics:  Gravitation, Cosmology and Astroparticle Physics  •  High-Energy Physics - Experiment

  Estimation of Temporal Muon Signals in Water-Cherenkov Detectors of the Surface Detector of the Pierre Auger Observatory

  by Margita Kubátová

  Version 1 (latest version)
  Submitted Sept. 24, 2025, 9:29 a.m. to SciPost Physics Proceedings · latest activity: Dec. 1, 2025, 9:13 a.m.

• Physics:  High-Energy Physics - Experiment

  Automatizing the search for mass resonances using BumpNet

  by Jean-François Arguin, Georges Azuelos, Émile Baril, Ilan Bessudo, Fannie Bilodeau, Maryna Borysova, Shikma Bressler, Samuel Calvet, Julien Donini, Etienne Dreyer, Michael Kwok Lam Chu, Eva Mayer, Ethan Meszaros, Nilotpal Kakati, Bruna Pascual Dias, Joséphine Potdevin, Amit Shkuri, Muhammad Usman

  Version 1 (latest version)
  Submitted Sept. 24, 2025, 4:50 a.m. to SciPost Physics Proceedings · latest activity: Nov. 19, 2025, 7:59 p.m.

• Physics:  High-Energy Physics - Experiment

  Quark-Gluon tagging performance at the High-Luminosity LHC using constituent-based transformer models

  by F. L. Castillo, J. Levêque

  Version 1 (latest version)
  Submitted Sept. 19, 2025, 9:35 a.m. to SciPost Physics Proceedings · latest activity: Nov. 19, 2025, 7:58 p.m.

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

  Enabling stable preservation of ML algorithms in high-energy physics with petrifyML

  by Andy Buckley, Louie Corpe, Martin Habedank, Tomasz Procter

  Version 1 (latest version)
  Submitted Sept. 17, 2025, 3:36 p.m. to SciPost Physics Codebases · latest activity: Nov. 7, 2025, 10:59 a.m.

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

  Iterative HOMER with uncertainties

  by Anja Butter, Ayodele Ore, Sofia Palacios Schweitzer, Tilman Plehn, Benoît Assi, Christian Bierlich, Philip Ilten, Tony Menzo, Stephen Mrenna, Manuel Szewc, Michael K. Wilkinson, Ahmed Youssef, Jure Zupan

  Version 1 (latest version)
  Submitted Sept. 16, 2025, 5:29 p.m. to SciPost Physics · latest activity: Nov. 17, 2025, 1:35 p.m.

• Physics:  Atomic, Molecular and Optical Physics - Experiment  •  High-Energy Physics - Experiment  •  High-Energy Physics - Phenomenology

  Phase space compression of a positive muon beam in two spatial dimensions

  by A. Antognini, N. J. Ayres, I. Belosevic, V. Bondar, A. Eggenberger, M. Hildebrandt, R. Iwai, K. Kirch, A. Knecht, G. Lospalluto, J. Nuber, A. Papa, M. Sakurai, I. Solovyev, D. Taqqu, T. Yan

  Version 3 (latest version)
  Published as SciPost Phys. Core 8, 071 (2025) · latest activity: Oct. 20, 2025, 3:30 p.m.

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

  Higgs Signal Strength Estimation with Machine Learning under Systematic Uncertainties

  by Minxuan He, Claudius Krause, Daohan Wang

  Version 1 (latest version)
  Submitted Sept. 11, 2025, 10:30 a.m. to SciPost Physics · latest activity: Oct. 22, 2025, 5:48 p.m.

• Physics:  High-Energy Physics - Experiment

  Machine learning in top quark physics at ATLAS and CMS

  by Matthias Komm

  Version 2 (latest version)
  Submitted Sept. 2, 2025, 10:06 p.m. to SciPost Physics Proceedings · latest activity: Sept. 10, 2025, 10:40 a.m.