13 citations · 19 across the 7 of their papers we have counts for
7 papers
JetFormer: A Scalable and Efficient Transformer for Jet Tagging from Offline Analysis to FPGA Triggers
Ruoqing Zheng, Chang Sun, Qibin Liu +7
We present JetFormer, a versatile and scalable encoder-only Transformer architecture for particle jet tagging at the Large Hadron Collider (LHC). Unlike prior approaches that are o…
FPGA Implementation of a CNN-based Topological Trigger for HL-LHC
James Brooke, Emyr Clement, Maciej Glowacki +2
The implementation of convolutional neural networks in programmable logic, for applications in fast online event selection at hadron colliders, is studied. In particular, an approa…
Using graph neural networks to reconstruct charged pion showers in the CMS High Granularity Calorimeter
M. Aamir, G. Adamov, T. Adams +568
A novel method to reconstruct the energy of hadronic showers in the CMS High Granularity Calorimeter (HGCAL) is presented. The HGCAL is a sampling calorimeter with very fine transv…
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…
FPGA-based tracking for the CMS Level-1 trigger using the tracklet algorithm
E. Bartz, G. Boudoul, R. Bucci +31
The high instantaneous luminosities expected following the upgrade of the Large Hadron Collider (LHC) to the High Luminosity LHC (HL-LHC) pose major experimental challenges for the…
Top Quark Modelling and Tuning at CMS
Emyr Clement
Recent measurements dedicated to improving the understanding of modelling top quark pair () production at the LHC are summarised. These measurements,…