Cover Image

Applying generative neural networks for fast simulations of the ALICE (CERN) experiment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Wojnar, Maksymilian
Format:	Preprint
Published:	2024
Subjects:	Instrumentation and Detectors Machine Learning High Energy Physics - Experiment
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Photon detection probability prediction using one-dimensional generative neural network
by: Mu, Wei, et al.
Published: (2021)

The LHCb ultra-fast simulation option, Lamarr: design and validation
by: Anderlini, Lucio, et al.
Published: (2023)

Applications of CMOS technology at the ALICE experiment
by: Colella, Domenico
Published: (2024)

New simulation software technologies at the LHCb Experiment at CERN
by: Mazurek, Michal, et al.
Published: (2021)

Lamarr: LHCb ultra-fast simulation based on machine learning models deployed within Gauss
by: Barbetti, Matteo
Published: (2023)

A universal vision transformer for fast calorimeter simulations
by: Favaro, Luigi, et al.
Published: (2026)

High efficiency veto hadron calorimeter in the NA64 experiment at CERN
by: Andreev, Yu. M., et al.
Published: (2025)

Design and characterization of the POKERINO prototype for the POKER/NA64 experiment at CERN
by: Antonov, Andrei, et al.
Published: (2026)

Development of a new CEDAR for kaon identification at the NA62 experiment at CERN
by: The NA62 Collaboration
Published: (2023)

Deep generative models for fast photon shower simulation in ATLAS
by: ATLAS Collaboration
Published: (2022)

Summary of the trigger systems of the Large Hadron Collider experiments ALICE, ATLAS, CMS and LHCb
by: Albrecht, Johannes, et al.
Published: (2024)

OmniJet-$α_C$: Learning point cloud calorimeter simulations using generative transformers
by: Birk, Joschka, et al.
Published: (2025)

A new hydrogen-filled Cherenkov detector for Kaon tagging at the NA62 experiment at CERN
by: Sanders, Jack
Published: (2024)

ALICE Fast Interaction Trigger Upgrade
by: Roslon, Krystian
Published: (2025)

ALICE ITS2: overview and performance
by: Isakov, A.
Published: (2025)

Beam test studies for a SiPM-based RICH detector prototype for the future ALICE~3 experiment
by: Altamura, A. R., et al.
Published: (2026)

ALICE Upgrades
by: Reidt, Felix
Published: (2024)

Development of a novel compact and fast SiPM-based RICH detector for the future ALICE 3 PID system at LHC
by: Mazziotta, M. N., et al.
Published: (2026)

Status and performance of the ALICE Fast Interaction Trigger
by: Melikyan, Yury
Published: (2024)

Performance and aging studies for the ALICE muon RPCs
by: Quaglia, Luca, et al.
Published: (2020)

Integrating IPbus ALFRED into the ALICE-FIT setup
by: Roslon, Krystian
Published: (2025)

Performance of the ALICE Inner Tracking System 2
by: Valle, Nicolo'
Published: (2025)

Input to the ESPPU 2026 update: Searching for millicharged particles with the FORMOSA experiment at the CERN LHC
by: Citron, Matthew, et al.
Published: (2025)

Development of the CMS detector for the CERN LHC Run 3
by: CMS Collaboration
Published: (2023)

The ENUBET monitored neutrino beam and its implementation at CERN
by: ENUBET collaboration, et al.
Published: (2025)

Performance Evaluation of Straw Tubes with Muon Beams at CERN
by: Zhang, Linnuo, et al.
Published: (2026)

Calibration and Performance of the Upgraded ALICE Inner Tracking System
by: Triolo, Andrea Sofia
Published: (2024)

The design and expected performance of the ALICE ITS3 upgrade
by: Sonneveld, Jory
Published: (2026)

GPU performance in Run3 ALICE online/offline reconstruction
by: Cimador, Gabriele
Published: (2024)

Expected performance of the ALPIDE pixel layers in ALICE FoCal
by: Yi, Jie, et al.
Published: (2025)

ITS3: A truly cylindrical inner tracker for ALICE
by: Sonneveld, Jory
Published: (2023)

Usage of GPUs for online and offline Reconstruction in ALICE in Run 3
by: Rohr, David
Published: (2025)

Design, development, and construction of the new beam stoppers for CERN's injector complex
by: Baillard, D., et al.
Published: (2024)

Particle production and identification for the T10 secondary beamline of the CERN East Area
by: van Dijk, Maarten, et al.
Published: (2025)

Refining fast simulation using machine learning
by: Bein, Samuel, et al.
Published: (2023)

AEgIS Experiment at CERN: Design and Commissioning of SARA (Scintillator Assemblies to Reveal Annihilations)
by: Conte, P., et al.
Published: (2025)

ANUBIS: Proposal to search for long-lived neutral particles in CERN service shafts
by: Bauer, Martin, et al.
Published: (2019)

Development of CMOS LGAD sensors for the ALICE~3 Time of Flight detector
by: Follo, Umberto
Published: (2026)

Operation and performance of the CMS silicon strip tracker with proton-proton collisions at the CERN LHC
by: CMS Collaboration
Published: (2025)

Characterisation of plastic scintillator paddles and lightweight MWPCs for the MID subsystem of ALICE 3
by: Alfaro, Ruben, et al.
Published: (2024)