Cover Image

Graph Neural Network Acceleration on FPGAs for Fast Inference in Future Muon Triggers at HL-LHC

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Errico, Martino, Fiacco, Davide, Giagu, Stefano, Gustavino, Giuliano, Ippolito, Valerio, Russo, Graziella
Format:	Preprint
Published:	2025
Subjects:	High Energy Physics - Experiment
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Using AI on FPGAs for the CMS Overlap Muon Track Finder for the HL-LHC
by: Leguina, Pelayo, et al.
Published: (2025)

Ultrafast jet classification on FPGAs for the HL-LHC
by: Odagiu, Patrick, et al.
Published: (2024)

The CMS ME0 Upgrade: Enhancing Forward Muon Reconstruction at the HL-LHC
by: Kaur, Anureet
Published: (2026)

Experimental Determination of BSM Triple Higgs Couplings at the HL-LHC with Neural Networks
by: Frank, Markus, et al.
Published: (2025)

JEDI-linear: Fast and Efficient Graph Neural Networks for Jet Tagging on FPGAs
by: Que, Zhiqiang, et al.
Published: (2025)

Toponia at the HL-LHC and FCC-ee
by: Bai, Yang, et al.
Published: (2025)

Unveiling the Invisible: ALPs and Sterile Neutrinos at the LHC and HL-LHC
by: Cheung, Kingman, et al.
Published: (2024)

Unveiling E$_6$SSM Scalar Diquarks at the HL-LHC
by: Ali, Murad, et al.
Published: (2024)

Advancing the CMS Level-1 Trigger: Jet Tagging with DeepSets at the HL-LHC
by: Schaefer, Stella, et al.
Published: (2025)

Revisiting the Electroweakino Sector of the Baryon Number Violating MSSM at the HL-LHC with Deep Neural Networks
by: Barman, Rahool Kumar, et al.
Published: (2026)

Vector-Like Fermions and Inert Scalar Solutions to the Muon g-2 Anomaly and collider probes at the HL-LHC and FCC-hh
by: de Jesus, Á. S., et al.
Published: (2023)

Electronics design and testing of the CMS Fast Beam Condition Monitor for HL-LHC
by: Shibin, K., et al.
Published: (2024)

$μ$LHC: Antimuon Ring and HL-LHC based $μ^+p$ Collider
by: Akturk, D., et al.
Published: (2025)

A roadmap for neutrino detection at LHC, HL-LHC and SPS
by: Graverini, Elena
Published: (2024)

Probing the weak mixing angle at high energies at the LHC and HL-LHC
by: Amoroso, Simone, et al.
Published: (2023)

Learning to Reconstruct: A Differentiable Approach to Muon Tracking at the LHC
by: Coccaro, Andrea, et al.
Published: (2025)

Symbolic Regression on FPGAs for Fast Machine Learning Inference
by: Tsoi, Ho Fung, et al.
Published: (2023)

Slepton searches in the trilinear RPV SUSY scenarios at the HL-LHC and HE-LHC
by: Choudhury, Arghya, et al.
Published: (2023)

LHC and HL-LHC Bounds on Visible and Invisible Decays in the $B-L$ Model
by: Queiroz, Farinaldo S., et al.
Published: (2024)

HL-LHC sensitivity to an ultraheavy $S_{uu}$ diquark in the $uχ$ channel
by: Filip, Matei S., et al.
Published: (2026)

Highlights of the HL-LHC physics projections by ATLAS and CMS
by: ATLAS, et al.
Published: (2025)

Searching for exclusive leptoquarks with the Nambu-Jona-Lasinio composite model at the LHC and HL-LHC
by: Ajmal, Sehar, et al.
Published: (2023)

PhyGHT: Physics-Guided HyperGraph Transformer for Signal Purification at the HL-LHC
by: Rakib, Mohammed, et al.
Published: (2026)

The Forward Physics Facility at the HL-LHC and its Synergies with Astroparticle Physics
by: Soldin, Dennis
Published: (2024)

Muon trident process at far-forward LHC detectors
by: Francener, Reinaldo, et al.
Published: (2025)

Exotic tetraquarks at the HL-LHC with JETHAD: A high-energy viewpoint
by: Celiberto, Francesco Giovanni
Published: (2024)

The 200 Gbps Challenge: Imagining HL-LHC analysis facilities
by: Held, Alexander, et al.
Published: (2025)

Higgs couplings in SMEFT via Zh production at the HL-LHC
by: Bhattacharya, Subhaditya, et al.
Published: (2024)

Lepton flavor violation in Higgs boson decays at the HL-LHC
by: Arroyo-Ureña, M. A., et al.
Published: (2025)

Real-time Graph Building on FPGAs for Machine Learning Trigger Applications in Particle Physics
by: Neu, Marc, et al.
Published: (2023)

Physics perspectives of a CMS near-beam proton spectrometer at the HL-LHC
by: Pitt, Michael
Published: (2024)

Probing Hidden Dimensions via Muon Lifetime Measurements
by: Russo, Jorge G.
Published: (2024)

Current status of the CMS Inner Tracker upgrade for HL-LHC
by: Damenti, Lorenzo
Published: (2025)

Unravelling New Physics Signals at the HL-LHC with Low-Energy Constraints
by: Hammou, Elie, et al.
Published: (2024)

HL-LHC sensitivity to higgsinos from natural SUSY with gravitino LSP
by: Dai, Jian-Peng, et al.
Published: (2023)

Mapping the SMEFT at High-Energy Colliders: from LEP and the (HL-)LHC to the FCC-ee
by: Celada, Eugenia, et al.
Published: (2024)

Probing the dimuon channel of a Z' boson at the HL-LHC using multivariate analysis
by: H., Ali Muhammad H., et al.
Published: (2025)

Searching for a Heavy Neutral CP-Even Higgs Boson in the BLSSM at the LHC Run 3 and HL-LHC
by: Ashry, M., et al.
Published: (2023)

Probing Flavor-Violating Higgs Decays in the Type-III Two-Higgs-Doublet Model at the LHC and HL-LHC
by: Fernández-Pérez, M. L., et al.
Published: (2026)

Coffea-Casa: Building composable analysis facilities for the HL-LHC
by: Albin, Sam, et al.
Published: (2023)