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Particles, Volume 8, Issue 2

2025 June - 28 articles

Cover Story: In this study, we explore the potential of granular calorimeters for identifying high-energy hadrons by analyzing energy deposition patterns and timing information. GEANT4 simulations of a highly segmented PbWO₄ calorimeter were utilized to assess the discrimination of protons, pions, and kaons at 100 GeV. By extracting detailed topological and temporal features, machine learning models such as XGBoost and deep neural networks were trained and evaluated. Our results demonstrate that increased segmentation enhances classification: p/π accuracy reaches ~62%, π/K reaches ~57%, and p/K reaches ~58.6% with XGBoost. Key discriminating variables are the shower radius and the total deposited energy. These findings provide insights for the design of future high-performance calorimeters. View this paper
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Articles (28)

  • Article
  • Open Access
1,935 Views
8 Pages

Hollow electron beams are a promising tool for generating coherent radiation in various frequency ranges. Hollow beams have unique properties, including increased stability and the ability to achieve high current densities without significant deterio...

(This article belongs to the Special Issue Generation and Application of High-Power Radiation Sources 2025)
  • Article
  • Open Access
1 Citations
2,102 Views
11 Pages

Nuclear density functional theory (DFT) is able to reproduce the saturation properties of nuclear matter, as well as properties of finite nuclei. Consequently, the DFT calculations are applicable to nuclei across a wide range of masses on the nuclear...

(This article belongs to the Section Nuclear and Hadronic Theory)
  • Review
  • Open Access
1,591 Views
8 Pages

The Belle II experiment has collected a 364 fb−1 sample of collisions at the Υ(4S) resonance. This dataset, with its low particle multiplicity and well-constrained initial state, provides an ideal environment for studying semileptonic a...

(This article belongs to the Special Issue Selected Papers from the 13th International Conference on New Frontiers in Physics (ICNFP 2024))
  • Article
  • Open Access
1,659 Views
10 Pages

Investigating K/π Decay Muon Yields Using K/π Yields and a Fast Simulation Method

  • Zuman Zhang,
  • Sha Li,
  • Ning Yu,
  • Hongge Xu,
  • Yuanmeng Xiong and
  • Kun Liu

In ultra-relativistic heavy-ion collisions, the study of muons from kaon (K) and pion (π) decays provides insights into hadron production and propagation in the Quark–Gluon Plasma (QGP). This paper investigates muon yields from K and π de...

  • Article
  • Open Access
2 Citations
3,084 Views
28 Pages

Hadron Identification Prospects with Granular Calorimeters

  • Andrea De Vita,
  • Abhishek,
  • Max Aehle,
  • Muhammad Awais,
  • Alessandro Breccia,
  • Riccardo Carroccio,
  • Long Chen,
  • Tommaso Dorigo,
  • Nicolas R. Gauger and
  • Joseph Willmore
  • + 8 authors

In this work we consider the problem of determining the identity of hadrons at high energies based on the topology of their energy depositions in dense matter, along with the time of the interactions. Using GEANT4 simulations of a homogeneous lead tu...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Article
  • Open Access
2 Citations
2,149 Views
11 Pages

This study investigates the masses and quadrupole deformations of even-Z nuclei within the range 8⩽Z⩽104 using the triaxial relativistic Hartree–Bogoliubov model (TRHB) with the PC-PK1 density functional. For odd-mass nuclei, the...

(This article belongs to the Special Issue Selected Papers from the “7th Workshop on the Nuclear Mass Table with DRHBc Theory”)
  • Article
  • Open Access
1 Citations
2,692 Views
14 Pages

We performed the microscopic calculation of β-decay properties for waiting-point nuclei with neutron-closed magic shells. Allowed Gamow–Teller (GT) and first-forbidden (FF) transitions were simulated using a schematic model (SM) for waitin...

  • Article
  • Open Access
2,244 Views
10 Pages

Chiral Effects in Hydrodynamics: New Trends

  • Valentin Zakharov,
  • Oleg Teryaev and
  • Georgy Prokhorov

By chiral effects, one understands the manifestations of chiral gauge anomaly and of gravitational chiral anomaly in hydrodynamics. In the last two to three years, our understanding of chiral effects has considerably changed. Here, we present a mini-...

(This article belongs to the Special Issue Infinite and Finite Nuclear Matter (INFINUM))
  • Article
  • Open Access
1,626 Views
11 Pages

Building on the successful demonstration of hypernuclear spectroscopy using heavy-ion beams, the HypHI Collaboration is shifting its focus to investigating proton- and neutron-rich hypernuclei. A crucial component of this research is the implementati...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Article
  • Open Access
2 Citations
3,585 Views
20 Pages

Optimisation of Muon Tomography Scanners for Border Control Using TomOpt

  • Zahraa Zaher,
  • Samuel Alvarez,
  • Tommaso Dorigo,
  • Andrea Giammanco,
  • Maxime Lagrange,
  • Giles C. Strong,
  • Pietro Vischia and
  • Haitham Zaraket

The TomOpt software package is designed to optimise the geometric configuration and the specifications of detectors intended for muon scattering tomography, an imaging technique exploiting cosmic-ray muons. The software employs an end-to-end differen...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Article
  • Open Access
1 Citations
3,463 Views
19 Pages

Localized Multilayer Shielding of an Electron Beam Irradiation Station for FLASH Radiotherapy Experiments

  • Kanlayaporn Kongmali,
  • Pittaya Apiwattanakul,
  • Phanthip Jaikeaw and
  • Sakhorn Rimjaem

FLASH radiotherapy (FLASH-RT) is a cancer treatment delivering high-dose radiation within microseconds, reducing side-effects on healthy tissues. Implementing this technology at the PBP-CMU Electron Linac Laboratory poses challenges in ensuring radia...

(This article belongs to the Special Issue Generation and Application of High-Power Radiation Sources 2025)
  • Article
  • Open Access
1 Citations
2,765 Views
16 Pages

Neuromorphic Readout for Hadron Calorimeters

  • Enrico Lupi,
  • Abhishek,
  • Max Aehle,
  • Muhammad Awais,
  • Alessandro Breccia,
  • Riccardo Carroccio,
  • Long Chen,
  • Abhijit Das,
  • Andrea De Vita and
  • Joseph Willmore
  • + 10 authors

We simulate hadrons impinging on a homogeneous lead tungstate (PbWO4) calorimeter using GEANT4 software to investigate how the resulting light yield and its temporal structure, as detected by an array of light-sensitive sensors, can be processed by a...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Article
  • Open Access
1 Citations
1,870 Views
10 Pages

Timing measurements are critical for the detectors at the future HL-LHC, to resolve reconstruction ambiguity when the number of simultaneous interactions reaches up to 200 per bunch crossing. The ATLAS collaboration therefore builds a new High-Granul...

(This article belongs to the Special Issue Selected Papers from the 13th International Conference on New Frontiers in Physics (ICNFP 2024))
  • Article
  • Open Access
1,648 Views
9 Pages

Versal Adaptive Compute Acceleration Platform Processing for ATLAS-TileCal Signal Reconstruction

  • Francisco Hervás Álvarez,
  • Alberto Valero Biot,
  • Luca Fiorini,
  • Héctor Gutiérrez Arance,
  • Fernando Carrió,
  • Sonakshi Ahuja and
  • Francesco Curcio

Particle detectors at accelerators generate large amounts of data, requiring analysis to derive insights. Collisions lead to signal pile-up, where multiple particles produce signals in the same detector sensors, complicating individual signal identif...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Article
  • Open Access
1 Citations
1,741 Views
11 Pages

Machine learning methods are being introduced at all stages of data reconstruction and analysis in various high-energy physics experiments. We present the development and application of convolutional neural networks with modified autoencoder architec...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Article
  • Open Access
7 Citations
3,586 Views
16 Pages

End-to-End Detector Optimization with Diffusion Models: A Case Study in Sampling Calorimeters

  • Kylian Schmidt,
  • Krishna Nikhil Kota,
  • Jan Kieseler,
  • Andrea De Vita,
  • Markus Klute,
  • Abhishek,
  • Max Aehle,
  • Muhammad Awais,
  • Alessandro Breccia and
  • Pietro Vischia
  • + 9 authors

Recent advances in machine learning have opened new avenues for optimizing detector designs in high-energy physics, where the complex interplay of geometry, materials, and physics processes has traditionally posed a significant challenge. In this wor...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Review
  • Open Access
2 Citations
6,065 Views
26 Pages

The global navigation satellite system (GNSS), using electromagnetic signals, enables continuous positioning throughout the entire surface of the Earth. However, underwater and underground environments significantly restrict the propagation of electr...

  • Review
  • Open Access
1,942 Views
10 Pages

Multimessenger Studies with the Pierre Auger Observatory

  • Jon Paul Lundquist and
  • the Pierre Auger Collaboration

The Pierre Auger Observatory, the world’s largest ultra-high-energy (UHE) cosmic ray (CR) detector, plays a crucial role in multi-messenger astroparticle physics with its high sensitivity to UHE photons and neutrinos. Recent Auger Observatory s...

(This article belongs to the Special Issue Selected Papers from the 13th International Conference on New Frontiers in Physics (ICNFP 2024))
  • Article
  • Open Access
1,775 Views
9 Pages

A Systematic Approach to Studying Quark Energy Loss in Nuclei Using Positive Pions

  • Nicolás Zambra-Gómez,
  • William K. Brooks and
  • Nicolás Viaux

Our objective is to test the published models of partonic energy loss, particularly those describing the energy loss mechanisms of quarks traversing nuclear matter, within the framework of semi-inclusive deep inelastic scattering. Our methodological...

(This article belongs to the Special Issue Selected Papers from the 13th International Conference on New Frontiers in Physics (ICNFP 2024))
  • Article
  • Open Access
2 Citations
3,870 Views
20 Pages

Muon tomography leverages the small, continuous flux of cosmic rays produced in the upper atmosphere to measure the density of unknown volumes. The multiple Coulomb scattering that muons undergo when passing through the material can either be leverag...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Article
  • Open Access
4 Citations
2,748 Views
10 Pages

Calculation of α Decay Half-Lives for Tl, Bi, and At Isotopes

  • Myeong-Hwan Mun,
  • Kyoungsu Heo and
  • Myung-Ki Cheoun

We investigated the reaction Q-value (Qα) for the α decay of Tl, Bi, and At isotopes using the deformed relativistic Hartree–Bogoliubov theory in continuum (DRHBc) with the covariant density functional PC-PK1. The α decay half...

(This article belongs to the Special Issue Selected Papers from the “7th Workshop on the Nuclear Mass Table with DRHBc Theory”)
  • Article
  • Open Access
1 Citations
1,862 Views
6 Pages

Results from Cryo-PoF Project: Power over Fiber at Cryogenic Temperature for Fundamental and Applied Physics

  • Andrea Falcone,
  • Alessandro Andreani,
  • Claudia Brizzolari,
  • Esteban Javier Cristaldo Morales,
  • Maritza Juliette Delgado Gonzales,
  • Claudio Gotti,
  • Massimo Lazzaroni,
  • Luca Meazza,
  • Gianluigi Pessina and
  • Valeria Trabattoni
  • + 2 authors

The Cryo-PoF project is an R&D project funded by the Italian Insitute for Nuclear Research (INFN) in Milano-Bicocca (Italy). The technology at the basis of the project is Power over Fiber (PoF). By sending laser light through an optical fiber, th...

(This article belongs to the Special Issue Selected Papers from the 13th International Conference on New Frontiers in Physics (ICNFP 2024))
  • Article
  • Open Access
1 Citations
2,762 Views
25 Pages

Unsupervised Particle Tracking with Neuromorphic Computing

  • Emanuele Coradin,
  • Fabio Cufino,
  • Muhammad Awais,
  • Tommaso Dorigo,
  • Enrico Lupi,
  • Eleonora Porcu,
  • Jinu Raj,
  • Fredrik Sandin and
  • Mia Tosi

We study the application of a neural network architecture for identifying charged particle trajectories via unsupervised learning of delays and synaptic weights using a spike-time-dependent plasticity rule. In the considered model, the neurons receiv...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Article
  • Open Access
1,819 Views
9 Pages

Information Field Theory for Two Applications in Astroparticle Physics

  • Martin Erdmann,
  • Frederik Krieger,
  • Alex Reuzki,
  • Josina Schulte,
  • Michael Smolka and
  • Maximilian Straub

Information field theory (IFT) provides a powerful framework for reconstructing continuous fields from noisy and sparse data. Based on Bayesian statistics, IFT allows for the approximation of posterior distributions over field-like parameter spaces i...

(This article belongs to the Special Issue Selected Papers from the 4th MODE Workshop on Differentiable Programming for Experiment Design)
  • Article
  • Open Access
5 Citations
1,497 Views
14 Pages

Probing QGP-like Dynamics via Multi-Strange Hadron Production in High-Multiplicity pp Collisions

  • Haifa I. Alrebdi,
  • Muhammad Ajaz,
  • Muhammad Waqas,
  • Maryam Waqar and
  • Taoufik Saidani

This study employs Monte Carlo (MC) models and thermal-statistical analysis to investigate the production mechanisms of strange (KS0, Λ) and multi-strange (Ξ, Ω) hadrons in high-multiplicity proton–proton collisions. Through sys...

  • Article
  • Open Access
2 Citations
1,526 Views
8 Pages

Bubble Structure in Isotopes of Lu to Hg

  • Changhoon Song,
  • Yongbeom Choi,
  • Youngman Kim and
  • Chang-Hwan Lee

Bubble nuclei, characterized by a depletion in nucleon density at the nuclear center, are investigated within the atomic number range 71≤Z≤80 using the Deformed Relativistic Hartree–Bogoliubov theory in continuum. This study extends previ...

(This article belongs to the Special Issue Selected Papers from the “7th Workshop on the Nuclear Mass Table with DRHBc Theory”)
  • Article
  • Open Access
2 Citations
2,893 Views
13 Pages

The increased particle flux expected at the HL-LHC poses a serious challenge for the ATLAS detector performance, especially in the forward region. The High-Granularity Timing Detector (HGTD), featuring novel Low-Gain Avalanche Detector silicon techno...

(This article belongs to the Special Issue Selected Papers from the 13th International Conference on New Frontiers in Physics (ICNFP 2024))
  • Article
  • Open Access
3 Citations
1,609 Views
11 Pages

HYDrodynamics with JETs (HYDJET++): Latest Developments and Results

  • Garnik Ambaryan,
  • Larissa Bravina,
  • Alexey Chernyshov,
  • Gyulnara Eyyubova,
  • Vladimir Korotkikh,
  • Igor Lokhtin,
  • Sergei Petrushanko,
  • Alexandr Snigirev and
  • Evgeny Zabrodin

Analysis of the (i) charge balance function and (ii) fluctuations of the net electric charge of hadrons in Pb+Pb collisions at center-of-mass energy 2.76 TeV per nucleon pair was performed within a two-component hydjet++ model. It is shown that neith...

(This article belongs to the Special Issue Selected Papers from the 13th International Conference on New Frontiers in Physics (ICNFP 2024))
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Particles - ISSN 2571-712X