VERTEX 2025 : 33rd International Workshop on Vertex Detectors

Session

Edge data processing using AI/ML

28 Aug 2025, 15:30

Ballroom C (Student Union)

Conveners

Edge data processing using AI/ML

• Stefan Spanier

59. Spiking Neural Networks for HEP Data processing at the edge

Catherine Schuman (University of Tennessee)

28/08/2025, 15:30

Invited Talk

39. Status of the smartpixels project

corrinne mills (UIC)

28/08/2025, 16:00

Talk

The smartpixels project is a coordinated effort to co-design pixel ASICs, design tools, ML algorithms, and sensors for on-detector data reduction, motivated by the technical challenges of current and future colliders. The drive to greater precision requires smaller pixel pitch, which together with higher event rates arising from pileup and/or beam-induced background generates petabytes of data...

12. Real-Time Track Reconstruction with FPGAs for MUonE

Michael McGinnis (Northwestern University)

28/08/2025, 16:30

Talk

Event selection is central to high-intensity particle physics experiments to allow DAQ systems to manage the corresponding data rates. This is true for the MUonE experiment, which will be composed of 40 tracking stations and targets to reconstruct elastic scatters of muons on atomic electrons. Since the signal process and some backgrounds can be distinguished using track information alone,...

2. Real-time luminosity and beam spot analysis with FPGA-reconstructed hits from the LHCb vertex detector

Elena Graverini (Università di Pisa - INFN Pisa - EPFL), Giulio Cordova (Scuola Normale Superiore - INFN Pisa)

28/08/2025, 17:00

Talk

The upgraded LHCb experiment is pioneering the landscape of real-time data-processing techniques using an heterogeneous computing infrastructure, composed of both GPUs and FPGAs, aimed at boosting the performance of the HLT1 reconstruction. Amongst the novelties in the reconstruction infrastructure made for the Run 3, the introduction of a real-time hit-finding FPGA-based architecture on the...