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20102025
most citedFast inference of deep neural networks in FPGAs for particle physics

438 citations · 3.8k across the 51 of their papers we have counts for

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Showing 2022Show all

5 papers · 1 filter

hep-ex2022

Charged Particle Tracking in Real-Time Using a Full-Mesh Data Delivery Architecture and Associative Memory Techniques

Sudha Ajuha, Ailton Akira Shinoda, Lucas Arruda Ramalho +33

We present a flexible and scalable approach to address the challenges of charged particle track reconstruction in real-time event filters (Level-1 triggers) in collider physics exp…

physics.comp-ph2022

Snowmass 2021 Computational Frontier CompF4 Topical Group Report: Storage and Processing Resource Access

W. Bhimji, D. Carder, E. Dart +17

Computing plays a significant role in all areas of high energy physics. The Snowmass 2021 CompF4 topical group's scope is facilities R&D, where we consider "facilities" as the comp…

hep-ph2022★ 5 cited

Precision QCD, Hadronic Structure & Forward QCD, Heavy Ions: Report of Energy Frontier Topical Groups 5, 6, 7 submitted to Snowmass 2021

M. Begel, S. Hoeche, M. Schmitt +47

This report was prepared on behalf of three Energy Frontier Topical Groups of the Snowmass 2021 Community Planning Exercise. It summarizes the status and implications of studies of…

physics.acc-ph2022

White Paper on Leading-Edge technology And Feasibility-directed (LEAF) Program aimed at readiness demonstration for Energy Frontier Circular Colliders by the next decade

G. Ambrosio, G. Apollinari, M. Baldini +39

In this White Paper for the Snowmass 2021 Process, we propose the establishment of a magnet Leading-Edge technology And Feasibility-directed Program (LEAF Program) to achieve readi…

hep-ph2022

Jets and Jet Substructure at Future Colliders

Ben Nachman, Salvatore Rappoccio, Nhan Tran +24

Even though jet substructure was not an original design consideration for the Large Hadron Collider (LHC) experiments, it has emerged as an essential tool for the current physics p…