activity
20162025
most citedGraph Neural Networks for Particle Reconstruction in High Energy Physics detectors

86 citations · 333 across the 24 of their papers we have counts for

collaborators

27 papers

hep-ex2025★ 20 cited

ECFA Higgs, electroweak, and top Factory Study

H. Abidi, J. A. Aguilar-Saavedra, S. Airen +373

The ECFA Higgs, electroweak, and top Factory Study ran between 2021 and 2025 as a broad effort across the experimental and theoretical particle physics communities, bringing togeth…

hep-ex2024

Analysis Facilities White Paper

D. Ciangottini, A. Forti, L. Heinrich +63

This white paper presents the current status of the R&D for Analysis Facilities (AFs) and attempts to summarize the views on the future direction of these facilities. These views h…

hep-ex2023

Optimizing High Throughput Inference on Graph Neural Networks at Shared Computing Facilities with the NVIDIA Triton Inference Server

Claire Savard, Nicholas Manganelli, Burt Holzman +5

With machine learning applications now spanning a variety of computational tasks, multi-user shared computing facilities are devoting a rapidly increasing proportion of their resou…

physics.ed-ph2022★ 2 cited

Data Science and Machine Learning in Education

Gabriele Benelli, Thomas Y. Chen, Javier Duarte +20

The growing role of data science (DS) and machine learning (ML) in high-energy physics (HEP) is well established and pertinent given the complex detectors, large data, sets and sop…

physics.data-an2022★ 2 cited

Collaborative Computing Support for Analysis Facilities Exploiting Software as Infrastructure Techniques

Maria Acosta Flechas, Garhan Attebury, Kenneth Bloom +7

Prior to the public release of Kubernetes it was difficult to conduct joint development of elaborate analysis facilities due to the highly non-homogeneous nature of hardware and ne…

physics.acc-ph2022★ 5 cited

A Muon Collider Facility for Physics Discovery

D. Stratakis, N. Mokhov, M. Palmer +66

Muon colliders provide a unique route to deliver high energy collisions that enable discovery searches and precision measurements to extend our understanding of the fundamental law…