activity
20182026
most citedA Living Review of Machine Learning for Particle Physics

83 citations · 85 across the 13 of their papers we have counts for

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9 papers · 1 filter

hep-ex2026

Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision

Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi +457

Experimental particle physics seeks to understand the universe by probing its fundamental particles and forces and exploring how they govern the large-scale processes that shape co…

hep-ex2025

The 200 Gbps Challenge: Imagining HL-LHC analysis facilities

Alexander Held, Sam Albin, Garhan Attebury +22

The IRIS-HEP software institute, as a contributor to the broader HEP Python ecosystem, is developing scalable analysis infrastructure and software tools to address the upcoming HL-…

hep-ex2024

PyHEP.dev 2024 Workshop Summary Report, August 26-30 2024, Aachen, Germany

Azzah Alshehri, Jan Bürger, Saransh Chopra +28

The second PyHEP.dev workshop, part of the "Python in HEP Developers" series organized by the HEP Software Foundation (HSF), took place in Aachen, Germany, from August 26 to 30, 20…

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

Software Citation in HEP: Current State and Recommendations for the Future

Matthew Feickert, Daniel S. Katz, Mark S. Neubauer +2

In November 2022, the HEP Software Foundation and the Institute for Research and Innovation for Software in High-Energy Physics organized a workshop on the topic of Software Citati…

hep-ex2022

pyhf: pure-Python implementation of HistFactory with tensors and automatic differentiation

Matthew Feickert, Lukas Heinrich, Giordon Stark

The HistFactory p.d.f. template is per-se independent of its implementation in ROOT and it is useful to be able to run statistical analysis outside of the ROOT, RooFit, RooStats fr…