237 citations · 2.3k across the 83 of their papers we have counts for
Showing 2022 · hep-phShow all
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hep-ph2022★ 18 cited
SYMBA: Symbolic Computation of Squared Amplitudes in High Energy Physics with Machine Learning
Abdulhakim Alnuqaydan, Sergei Gleyzer, Harrison Prosper
The cross section is one of the most important physical quantities in high-energy physics and the most time consuming to compute. While machine learning has proven to be highly suc…
hep-ph2022★ 3 cited
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…