Les Houches guide to reusable ML models in LHC analyses

JY Araz, A Buckley, G Kasieczka, J Kieseler… - SciPost Physics …, 2024 - scipost.org
With the increasing usage of machine-learning in high-energy physics analyses, the
publication of the trained models in a reusable form has become a crucial question for …

[PDF][PDF] The Analysis Description Language ecosystem: Latest developments and physics applications

D Riley, B Şen, W Waltenberger, J Lee, A Adıgüzel… - 2024 - pos.sissa.it
We present latest developments in Analysis Description Language (ADL), a declarative
domainspecific language describing the physics algorithm of a HEP data analysis …