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HighPT (pronounced 'hyped') is a calculator for High-pT Tail observables.

License: MIT License

Mathematica 100.00%
beyond-the-standard-model drell-yan hep hep-ph highpt lhc new-physics smeft leptoquarks bsm

highpt's Introduction

HighPT

HighPT is a Mathematica package for the analysis of high-energy data of semileptonic transitions at hadron colliders. It allows to compute high-pT tail observables for semileptonic processes, i.e. Drell-Yan cross sections, for dilepton and monolepton final states, at the LHC.

More information can be found on the HighPT website at https://highpt.github.io.

These observables can be calculated within:

  • The Standard Model Effective Field Theory at tree level, including the relevant energy-enhanced operators up to dimension eight to ensure a consistent description of the cross section including terms of $\mathcal{O}(\Lambda^{−4})$ in the EFT cutoff scale $\Lambda$.
  • BSM models with new tree-level mediators, that can be resolved at LHC energies, enabling the computation of the cross section including the full propagation effects of these new particles. Currently only leptoquark mediators are implemented. The available mediator masses are:
    • 1 TeV
    • 2 TeV
    • 3 TeV
    • 4 TeV [coming soon]
    • 5 TeV [coming soon]

The main routines of HighPT allow to compute:

  • differential cross sections,
  • integrated cross sections,
  • event yields,
  • likelihoods.

Experimental searches

The experimental searches for heavy resonances, based on the full LHC run-II data gathered by ATLAS or CMS, recasted and implemented in HighPT are:

Process HighPT label Experiment Reference
$pp\to\tau^+\tau^-$ "di-tau-ATLAS" ATLAS [2002.12223]
$pp\to\mu^+\mu^-$ "di-muon-CMS" CMS [2103.02708]
$pp\to e^+ e^-$ "di-electron-CMS" CMS [2103.02708]
$pp\to\tau^\pm\nu$ "mono-tau-ATLAS" ATLAS [ATLAS-CONF-2021-025]
$pp\to\mu^\pm\nu$ "mono-muon-ATLAS" ATLAS [1906.05609]
$pp\to e^\pm\nu$ "mono-electron-ATLAS" ATLAS [1906.05609]
$pp\to\tau^\pm\mu^\mp$ "muon-tau-CMS" CMS [2205.06709]
$pp\to\tau^\pm e^\mp$ "electron-tau-CMS" CMS [2205.06709]
$pp\to e^\pm\mu^\mp$ "electron-muon-CMS" CMS [2205.06709]

Reference

If you use HighPT please cite:

  • L. Allwicher, D. A. Faroughy, F. Jaffredo, O. Sumensari, and F. Wilsch, HighPT: A Tool for high-$p_T$ Drell-Yan Tails Beyond the Standard Model, [arXiv:2207.10756]
  • L. Allwicher, D. A. Faroughy, F. Jaffredo, O. Sumensari, and F. Wilsch, Drell-Yan Tails Beyond the Standard Model, [arXiv:2207.10714].

Installing and loading of the package

The simplest way to download and install HighPT is to run the following command in a Mathematica session:

Import["https://github.com/HighPT/HighPT/raw/master/install.m"]

This will download and install HighPT in the Applications folder of Mathematica's base directory. Alternatively you can also download the package manually from this website. In this case the path to the directory containing the HighPT code must be specified every time before loading the package by:

PrependTo[$Path,"path/to/HighPT/directory"]

To load HighPT use the command:

<< HighPT`

The complete set of routines and usage examples can be found in [arXiv:2207.10756]. This repository also contains several example notebook that can serve as templates.


Authors

  • Lukas Allwicher - University of Zurich
  • Darius A. Faroughy - University of Zurich
  • Florentin Jaffredo - IJCLab, Orsay
  • Olcyr Sumensari - IJCLab, Orsay
  • Felix Wilsch - University of Zurich

Bugs and feature requests

Please submit bugs and feature requests using GitHub's issue system.


License

HighPT is released under the MIT License.


Acknowledgments

This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme under grant agreement 833280 (FLAY), and by the Swiss National Science Foundation (SNF) under contract 200020-204428.

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highpt's Issues

Using multiple processes and more than two WCs at a time

Hi,
I am using HighPT to constrain some of the SMEFT operators. For a given process, let’s consider “di-muon-CMS.” I am obtaining 95% allowed regions for pairs of Wilson Coefficients (WCs). My question is: How can I utilize all (or at least 2-3) of the processes listed in Table 3.1 of arXiv:2207.10756, along with more than two WCs simultaneously, to derive a ‘combined’ 95% CL allowed ranges for the WCs?

Thanks in advance.

WIth best regards,
Arnab.

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