335 citations · 839 across the 18 of their papers we have counts for
14 papers · 1 filter
Enabling stable preservation of ML algorithms in high-energy physics with petrifyML
Andy Buckley, Louie Corpe, Martin Habedank +1
Machine learning (ML) in high-energy physics (HEP) has moved in the LHC era from an internal detail of experiment software, to an unavoidable public component of many physics data…
t-channel dark matter at the LHC -- a whitepaper
Chiara Arina, Benjamin Fuks, Luca Panizzi +67
This report, summarising work achieved in the context of the LHC Dark Matter Working Group, investigates the phenomenology of -channel dark matter models, spanning minimal setup…
Reinterpretation and preservation of data and analyses in HEP
Jon Butterworth, Sabine Kraml, Harrison Prosper +145
Data from particle physics experiments are unique and are often the result of a very large investment of resources. Given the potential scientific impact of these data, which goes…
Notes on recasting the ATLAS-EXOT-2019-23 search for pairs of displaced hadronic jets in the ATLAS calorimeter
Louie Corpe, Thomas Chehab, Andreas Goudelis
This note describes the validation of material allowing the reinterpretation of an ATLAS search for decays of pair-produced neutral long-lived particles decaying in the hadronic pa…
Probing exotic long-lived particles from the prompt side using the CONTUR method
Louie Corpe, Andreas Goudelis, Simon Jeannot +1
A method to derive constraints on new physics models featuring exotic long-lived particles using detector-corrected measurements of prompt states is presented. The CONTUR workflow…
Consistent, multidimensional differential histogramming and summary statistics with YODA 2
Andy Buckley, Louie Corpe, Matthew Filipovich +5
Histogramming is often taken for granted, but the power and compactness of partially aggregated, multidimensional summary statistics, and their fundamental connection to differenti…
A standard convention for particle-level Monte Carlo event-variation weights
Enrico Bothmann, Andy Buckley, Christian Gütschow +21
Streams of event weights in particle-level Monte Carlo event generators are a convenient and immensely CPU-efficient approach to express systematic uncertainties in phenomenology c…
Picking the low-hanging fruit: testing new physics at scale with active learning
Juan Rocamonde, Louie Corpe, Gustavs Zilgalvis +2
Since the discovery of the Higgs boson, testing the many possible extensions to the Standard Model has become a key challenge in particle physics. This paper discusses a new method…
New sensitivity of LHC measurements to Composite Dark Matter Models
J. M. Butterworth, L. Corpe, X. Kong +2
We present sensitivity of LHC differential cross-section measurements to so-called "stealth dark matter" scenarios occurring in an SU(N) dark gauge group, where constituents are ch…
Testing new physics models with global comparisons to collider measurements: the Contur toolkit
A. Buckley, J. M. Butterworth, L. Corpe +10
Measurements at particle collider experiments, even if primarily aimed at understanding Standard Model processes, can have a high degree of model independence, and implicitly conta…
New sensitivity of current LHC measurements to vector-like quarks
A. Buckley, J. M. Butterworth, L. Corpe +2
Quark partners with non-chiral couplings appear in several extensions of the Standard Model. They may have non-trivial generational structure to their couplings, and may be produce…
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…
Les Houches 2019 Physics at TeV Colliders: New Physics Working Group Report
G. Brooijmans, A. Buckley, S. Caron +87
This report presents the activities of the `New Physics' working group for the `Physics at TeV Colliders' workshop (Les Houches, France, 10--28 June, 2019). These activities includ…
Robust Independent Validation of Experiment and Theory: Rivet version 3
C. Bierlich, A. Buckley, J. M. Butterworth +12
First released in 2010, the Rivet library forms an important repository for analysis code, facilitating comparisons between measurements of the final state in particle collisions a…