CompF5: End User Analysis Topical Group Report

Autor:	Davies, Gavin S., Onyisi, Peter, Roberts, Amy
Rok vydání:	2022
Předmět:	Physics - Computational Physics High Energy Physics - Experiment High Energy Physics - Lattice High Energy Physics - Phenomenology High Energy Physics - Theory
Druh dokumentu:	Working Paper
Popis:	This report summarizes the work of the Computational Frontier topical group on end user analysis for Snowmass 2021. End User Analysis refers to the extraction of physics results from reconstructed and simulated experimental data. High energy physics experiments produce systems that perform common reconstruction, calibration, and simulation tasks, resulting in shared data samples. These detailed data samples are then reduced to create a range of analysis samples, often optimized for a particular physics topic by a trigger or data object selection. End users (analyzers) then analyze those samples to produce physics results. Community discussions converged on categorizing the end user analysis ensemble into Analysis Ecosystems, Analysis Models, Dataset Bookkeeping and Formats, Collaborative Software, and Training. We present findings and recommendations based on these key areas that impact end user analysis. Comment: Report of the Computational Frontier Topical Group on End User Analysis for Snowmass 2021
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2209.14984 Zobrazit plný text záznamu View this record from Arxiv