The Analysis Description Language Ecosystem: Latest developments and physics applications

Sekmen, Sezen [Kyungpook National Univ., Daegu (Korea, Republic of)]; Ünel, Gökhan [Univ. of California, Irvine, CA (United States)]; Prosper, Harrison B. [Florida State Univ., Tallahassee, FL (United States)]; Fedyukovich, Grigory [Florida State Univ., Tallahassee, FL (United States)]; Riley, Daniel [Florida State Univ., Tallahassee, FL (United States)]; Sen, Burak [Middle East Technical Univ. (Turkey)]; Waltenberger, Wolfgang [Univ. of Vienna (Austria)]; Lee, Junghyun [Kyungpook National Univ., Daegu (Korea, Republic of)]; Adıgüzel, Aytül [Istanbul Univ. (Turkey)]; Ozcan, Erkcan [Boğaziçi Univ. (Turkey)]; Sansar, Ahmetcan [Istanbul Univ. (Turkey)]; Demirbag, Demircan [Boğaziçi Univ. (Turkey)]; Sahan, Kagan [Istanbul Univ. (Turkey)]; Baspehlivan, Feyza [TOBB Univ. of Economics and Technology (Turkey)]

doi:10.22323/1.476.1056

DOE OSTI · 3011163

The Analysis Description Language Ecosystem: Latest developments and physics applications

Sekmen, Sezen [Kyungpook National Univ., Daegu (Korea, Republic of)]·Ünel, Gökhan [Univ. of California, Irvine, CA (United States)]·Prosper, Harrison B. [Florida State Univ., Tallahassee, FL (United States)]·Fedyukovich, Grigory [Florida State Univ., Tallahassee, FL (United States)]·Riley, Daniel [Florida State Univ., Tallahassee, FL (United States)]·Sen, Burak [Middle East Technical Univ. (Turkey)]·Waltenberger, Wolfgang [Univ. of Vienna (Austria)]·Lee, Junghyun [Kyungpook National Univ., Daegu (Korea, Republic of)]·Adıgüzel, Aytül [Istanbul Univ. (Turkey)]·Ozcan, Erkcan [Boğaziçi Univ. (Turkey)]·Sansar, Ahmetcan [Istanbul Univ. (Turkey)]·Demirbag, Demircan [Boğaziçi Univ. (Turkey)]·Sahan, Kagan [Istanbul Univ. (Turkey)]·Baspehlivan, Feyza [TOBB Univ. of Economics and Technology (Turkey)]

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Abstract

We present latest developments in Analysis Description Language (ADL), a declarative domain-specific language describing the physics algorithm of a HEP data analysis decoupled from software frameworks. Analyses written in ADL can be integrated into any framework for various tasks. ADL is a multipurpose construct with uses ranging from analysis design to preservation, reinterpretation, queries, visualisation, combination, etc. The most advanced infrastructure to execute ADL on events is the CutLang runtime interpreter. Recent technical developments include an automated interface with different data types, generation of the abstract syntax tree, a visualization tool that that auto-converts analysis flows to graphs, incorporation of trained machine learning models and a Jupyter-based plotting tool. We also report physics implications including a large scale LHC analysis implementation and validation effort for beyond the standard model reinterpretation purposes and studies with ATLAS and CMS open data.

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Sekmen, Sezen [Kyungpook National Univ., Daegu (Korea, Republic of)], Ünel, Gökhan [Univ. of California, Irvine, CA (United States)], Prosper, Harrison B. [Florida State Univ., Tallahassee, FL (United States)], Fedyukovich, Grigory [Florida State Univ., Tallahassee, FL (United States)], Riley, Daniel [Florida State Univ., Tallahassee, FL (United States)], Sen, Burak [Middle East Technical Univ. (Turkey)], Waltenberger, Wolfgang [Univ. of Vienna (Austria)], Lee, Junghyun [Kyungpook National Univ., Daegu (Korea, Republic of)], Adıgüzel, Aytül [Istanbul Univ. (Turkey)], Ozcan, Erkcan [Boğaziçi Univ. (Turkey)], Sansar, Ahmetcan [Istanbul Univ. (Turkey)], Demirbag, Demircan [Boğaziçi Univ. (Turkey)], Sahan, Kagan [Istanbul Univ. (Turkey)], Baspehlivan, Feyza [TOBB Univ. of Economics and Technology (Turkey)]. 2025-01-15. The Analysis Description Language Ecosystem: Latest developments and physics applications. https://doi.org/10.22323/1.476.1056

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