2 papers
hep-ex2024
Physics analysis for the HL-LHC: concepts and pipelines in practice with the Analysis Grand Challenge
Alexander Held, Elliott Kauffman, Oksana Shadura +1
Realistic environments for prototyping, studying and improving analysis workflows are a crucial element on the way towards user-friendly physics analysis at HL-LHC scale. The IRIS-…
hep-ex2024
Machine Learning for Columnar High Energy Physics Analysis
Elliott Kauffman, Alexander Held, Oksana Shadura
Machine learning (ML) has become an integral component of high energy physics data analyses and is likely to continue to grow in prevalence. Physicists are incorporating ML into ma…