Cover Image

Machine Learning-Based Cluster Classification to Suppress Background in a Prototype RPC Detector

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chattopadhay, Souvik, Ahammed, Zubayer
Format:	Preprint
Published:	2026
Subjects:	Instrumentation and Detectors High Energy Physics - Experiment
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Development of a Hermetic Gaseous Xenon Detector for Suppressing External Radon Background
by: Miyata, Ryuta, et al.
Published: (2025)

Performance of a First Full-Size WOM-Based Liquid Scintillator Detector Cell as Prototype for the SHiP Surrounding Background Tagger
by: Alt, J., et al.
Published: (2023)

Design and Development of Portable RPC-Based Cosmic Muon Tracker
by: Elangovan, Yuvaraj, et al.
Published: (2025)

Testing a large size triple GEM detector for the first station of the CBM-Muon Chambers with a high-intensity gamma source at GIF++ under large-area illumination
by: Agarwal, Apar, et al.
Published: (2025)

Development of a RPC system with detailed performance simulation
by: Dey, Tanay
Published: (2025)

A Novel Low-Background Photomultiplier Tube Developed for Xenon Based Detectors
by: Yun, Youhui, et al.
Published: (2024)

Prototype Cherenkov Detector Characterization for Muon Tomography Applications
by: Avgitas, Theodore, et al.
Published: (2024)

Development of an RPC-based gaseous photodetector with picosecond resolution
by: Garnero, Simone
Published: (2026)

Characterisation of a new RPC prototype using conventional gas mixture
by: Sen, A., et al.
Published: (2022)

CMS RPC Non-Physics Event Data Automation Ideology
by: Dimitrov, A., et al.
Published: (2025)

Performance testing of gas-tight portable RPC for muography applications
by: Kumar, V., et al.
Published: (2023)

Segment Geometry Optimization and Prototype Studies of a Multi-Coincidence GAGG Solar Neutrino Detector
by: Hartsock, Brooks, et al.
Published: (2025)

Performance of Prototypes with Different Reflector Materials for the SHiP Liquid Scintillator Surrounding Background Tagger
by: Brignoli, A., et al.
Published: (2025)

Performance study of a bakelite RPC prototype built by new technique of linseed oil coating
by: Sen, A., et al.
Published: (2024)

A new technique of linseed oil coating in bakelite RPC and the first test results
by: Sen, A., et al.
Published: (2021)

TCP/IP based Remote Firmware Upgradation for INO ICAL RPC-DAQ Modules
by: Elangovan, Yuvaraj, et al.
Published: (2025)

Develoment of thin high-pressure-laminate RPC electrodes for future high-energy experiments
by: Lee, Kyong Sei, et al.
Published: (2025)

NIOS II Soft-Core Processor and Ethernet Controller Solution for RPC-DAQ in INO ICAL
by: Elangovan, Yuvaraj, et al.
Published: (2025)

Suppression of Neutron Background using Deep Neural Network and Fourier Frequency Analysis at the KOTO Experiment
by: Tung, Y. -C., et al.
Published: (2023)

Triplet assembly and certification of the new generation of RPC for the ATLAS phase-2 upgrade at Max Planck Institute
by: Proto, Giorgia
Published: (2025)

Characterisation of an RPC prototype with moderate resistivity plates using tetrafluoroethane ($C_2H_2F_4$)
by: Sen, Arindam, et al.
Published: (2020)

Intelligent Pixel Detectors: Towards a Radiation Hard ASIC with On-Chip Machine Learning in 28 nm CMOS
by: Badea, Anthony, et al.
Published: (2024)

Novel High-Radiopurity Doped Amorphous Silicon Resistors for Low-Background Detectors
by: Anker, A., et al.
Published: (2026)

Development and Explainability of Models for Machine-Learning-Based Reconstruction of Signals in Particle Detectors
by: Dimitrova, Kalina, et al.
Published: (2025)

Superconducting Microwave Detector Technology for Ultra-Light Dark Matter Haloscopes and other Fundamental Physics Experiments: Background Theory (Part I)
by: Thomas, Christopher N., et al.
Published: (2024)

Machine Learning for the Cluster Reconstruction in the CALIFA Calorimeter at R3B
by: Jenegger, Tobias, et al.
Published: (2025)

Low-Energy Backgrounds in Solid-State Phonon and Charge Detectors
by: Baxter, Daniel, et al.
Published: (2025)

The FASER Detector
by: FASER Collaboration, et al.
Published: (2022)

Data-Driven Calibration of Large Liquid Detectors with Unsupervised Learning
by: DeGraw, Scott, et al.
Published: (2025)

Two-Stage Cryogenic HEMT Based Amplifier For Low Temperature Detectors
by: Anczarski, J., et al.
Published: (2023)

Background characterization of the CONUS+ experimental location
by: CONUS Collaboration, et al.
Published: (2024)

Classification of Electron and Muon Neutrino Events for the ESS$ν$SB Near Water Cherenkov Detector using Graph Neural Networks
by: Aguilar, J., et al.
Published: (2025)

Outer Detector of Hyper-Kamiokande
by: Shinoda, R.
Published: (2026)

The Scattering and Neutrino Detector at the LHC
by: Navarria, Francesco-Luigi
Published: (2022)

Improved Modelling of Detector Response Effects in Phonon-based Crystal Detectors used for Dark Matter Searches
by: Wilson, M. J., et al.
Published: (2024)

The ILD Detector: A Versatile Detector for an Electron-Positron Collider at Energies up to 1 TeV
by: Abramowicz, H., et al.
Published: (2025)

Calibration of the Scintillation Timing in SNO+ using In-Situ Backgrounds
by: Hunt-Stokes, Rafael
Published: (2024)

Detectors and Electronics for the CBM experiment at FAIR
by: Teklishyn, Maksym
Published: (2025)

Updating the SiD Detector concept
by: Breidenbach, M., et al.
Published: (2021)

Design and Performance Studies of a Granular Thin HCAL-MuID Detector for the EIC Optimized for AI-Based Reconstruction
by: Kelleher, Rowan, et al.
Published: (2025)