636 citations · 1.3k across the 48 of their papers we have counts for
15 papers · 1 filter
Les Houches guide to reusable ML models in LHC analyses
Jack Y. Araz, Andy Buckley, Gregor Kasieczka +10
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 analysis p…
Analysis Description Language: A DSL for HEP Analysis
Harrison B. Prosper, Sezen Sekmen, Gokhan Unel
We propose to adopt a declarative domain specific language for describing the physics algorithm of a high energy physics (HEP) analysis in a standard and unambiguous way decoupled…
CutLang V2: towards a unified Analysis Description Language
G. Unel, S. Sekmen, A. M. Toon +5
We will present the latest developments in CutLang, the runtime interpreter of a recently-developed analysis description language (ADL) for collider data analysis. ADL is a domain-…
Analysis Description Languages for the LHC
Sezen Sekmen, Philippe Gras, Lindsey Gray +6
An analysis description language is a domain specific language capable of describing the contents of an LHC analysis in a standard and unambiguous way, independent of any computing…
Down type iso-singlet quarks at the HL-LHC and FCC-hh
Arpon Paul, Sezen Sekmen, Gokhan Unel
We study the discovery potential of down type iso-singlet quarks, , predicted by the GUT model in the ${pp\rightarrow D\bar{D}\rightarrow ZZd\bar{d} \rightarrow \ell^+\ell…
Reinterpretation of LHC Results for New Physics: Status and Recommendations after Run 2
Waleed Abdallah, Shehu AbdusSalam, Azar Ahmadov +139
We report on the status of efforts to improve the reinterpretation of searches and measurements at the LHC in terms of models for new physics, in the context of the LHC Reinterpret…