SciPost logo

SciPost Submission Page

Recent jet and jet substructure measurements at the LHC, and ML based tagging

by Meena Meena

This Submission thread is now published as

Submission summary

Authors (as registered SciPost users): Meena Meena
Submission information
Preprint Link: https://arxiv.org/abs/2111.00414v2  (pdf)
Date accepted: 2022-03-04
Date submitted: 2022-02-11 13:57
Submitted by: Meena, Meena
Submitted to: SciPost Physics Proceedings
Proceedings issue: 50th International Symposium on Multiparticle Dynamics (ISMD2021)
Ontological classification
Academic field: Physics
Specialties:
  • High-Energy Physics - Experiment
Approach: Experimental

Abstract

Recent jet and jet substructure measurements at the LHC, and of machine-learning-based tagging techniques are presented using proton-proton collision data collected by the ATLAS and CMS experiments at CERN's Large Hadron Collider. These measurements are crucial for precise tests of electroweak and pQCD calculations and searches for physics beyond the Standard Model. The measurements are compared with several Monte Carlo event generator predictions which provide valuable input to the tuning of perturbative and non-perturbative models and to constraining model parameters of advanced parton-shower Monte Carlo programs.

Published as SciPost Phys. Proc. 10, 022 (2022)

Login to report or comment