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hep-ex2026
A study of CMS analysis pipelines through the Integration Challenge
Mohamed Aly, Peter Elmer, Peter Fackeldey +1
The upcoming High-Luminosity Large Hadron Collider (HL-LHC) at CERN will deliver an unprecedented volume of data for High Energy Physics (HEP). This wealth of information offers si…
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
Differentiating a HEP Analysis Pipeline within the Scikit-HEP Software Ecosystem
Mohamed Aly, Lino Gerlach
A first differentiable analysis pipeline is presented for an example high-energy physics (HEP) use case with publicly available collision data from the Compact Muon Solenoid detect…