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We make the connection between certain deep learning architectures and the renormalisation group explicit in the context of QCD by using a deep learning network to construct a toy parton shower model. The model aims to describe…

高能物理 - 唯象学 · 物理学 2018-12-26 James William Monk

We show for a first time ever a prototype of a fully exclusive QCD NLO parton shower for the initial state (albeit for a limited set of diagrams). It is based on the rigorous theorems of the collinear factorisation, however the standard…

高能物理 - 唯象学 · 物理学 2014-11-20 Maciej Skrzypek , Stanislaw Jadach

We introduce a method for matching the neutral-current deep inelastic scattering process with parton showers at first order in the strong coupling. This multiplicative matching is achieved by reweighting leading-order Born-level events and…

高能物理 - 唯象学 · 物理学 2026-05-13 Ilkka Helenius , Joni O. Laulainen , Christian T. Preuss

We have implemented a systematic procedure for combining parton shower algorithms with next-to-leading order QCD calculations for the case of jet production in deep-inelastic electron-proton scattering. Using this method we have computed…

高能物理 - 唯象学 · 物理学 2009-11-07 B. Pötter , T. Schörner

We extend the previously developed small $x$ parton shower algorithm to include the kinematic constraint effect and $k_t$ resummation effect. This work enables the Monte Carlo generator to simultaneously resum large $k_t$ and small $x$…

高能物理 - 唯象学 · 物理学 2023-07-11 Yu Shi , Shu-Yi Wei , Jian Zhou

We present a new approach to combine multiple NLO parton-level calculations matched to parton showers into a single inclusive event sample. The method provides a description of hard multi-jet configurations at next-to leading order in the…

高能物理 - 唯象学 · 物理学 2013-02-14 Thomas Gehrmann , Stefan Hoeche , Frank Krauss , Marek Schonherr , Frank Siegert

We study the logarithmic accuracy of angular-ordered parton showers by considering the singular limits of multiple emission matrix elements. This allows us to consider different choices for the evolution variable and propose a new choice…

高能物理 - 唯象学 · 物理学 2020-03-27 Gavin Bewick , Silvia Ferrario Ravasio , Peter Richardson , Michael H. Seymour

Several methods to improve the parton-shower description of hard processes by an injection of matrix-element-based information have been presented over the years. In this article we study (re)weighting schemes for the first/hardest…

高能物理 - 唯象学 · 物理学 2015-05-18 Richard Corke , Torbjörn Sjöstrand

We present a selection of results from our recent study of $pp\to t\bar{t}W^\pm$ production matched to partons showers at NLO QCD at the LHC. Theoretical predictions are obtained at perturbative orders $\mathcal{O}(\alpha_s^3\alpha)$ and…

高能物理 - 唯象学 · 物理学 2021-10-26 Manfred Kraus

Parton shower event generators typically approximate evolution of QCD color so that only contributions that are leading in the limit of an infinite number of colors are retained. Our parton shower generator, Deductor, has used an "LC+"…

高能物理 - 唯象学 · 物理学 2019-03-27 Zoltan Nagy , Davison E. Soper

Parton shower Monte Carlo event generators in which the shower evolves from hard splittings to soft splittings generally use the leading color approximation, which is the leading term in an expansion in powers of $1/N_c^2$, where $N_c = 3$…

高能物理 - 唯象学 · 物理学 2015-06-04 Zoltán Nagy , Davison E. Soper

We report on re-calculation of the next-to-leading order DGLAP evolution kernels performed in a scheme suited for Monte Carlo simulations of parton cascades (parton showers).

高能物理 - 唯象学 · 物理学 2016-08-17 A. Kusina , O. Gituliar , S. Jadach , M. Skrzypek

Standard dipole parton showers are known to yield incorrect subleading-colour contributions to the leading (double) logarithmic terms for a variety of observables. In this work, concentrating on final-state showers, we present two simple,…

高能物理 - 唯象学 · 物理学 2021-07-29 Keith Hamilton , Rok Medves , Gavin P. Salam , Ludovic Scyboz , Gregory Soyez

Double parton scattering (DPS) processes in which there is a perturbative $1\to2$ splitting in both protons overlap with loop corrections to single parton scattering (SPS). Any fundamental theoretical treatment of DPS needs to address this…

高能物理 - 唯象学 · 物理学 2020-10-06 Baptiste Cabouat , Jonathan R. Gaunt

We briefly summarize the Nagy-Soper parton shower and the MC@NLO-like matching scheme. Results obtained using HELAC-NLO framework in conjunction with DEDUCTOR for top quark pair production in association with one hard jet at the LHC are…

高能物理 - 唯象学 · 物理学 2015-10-09 Manfred Kraus

Colour evolution and parton branching at the amplitude level have become important theoretical frameworks to improve parton showers, and are algorithms in their own right: they complement shower development by resummation algorithms capable…

高能物理 - 唯象学 · 物理学 2022-10-18 Simon Plätzer

The choice of a factorization scheme suitable for Monte Carlo simulations of NLO initial state parton showers is discussed in this contribution.

高能物理 - 唯象学 · 物理学 2008-11-13 Karel Kolar

We introduce the first family of parton showers that achieve next-to-leading logarithmic (NLL) accuracy for processes involving a $t$-channel exchange of a colour-singlet, and embed them in the PanScales framework. These showers are…

高能物理 - 唯象学 · 物理学 2024-02-06 Melissa van Beekveld , Silvia Ferrario Ravasio

We present an algorithm to combine multiple matrix elements at LO and NLO with a parton shower. We build on the unitarized merging paradigm. The inclusion of higher orders and multiplicities reduce the scale uncertainties for observables…

高能物理 - 唯象学 · 物理学 2018-04-18 Johannes Bellm , Stefan Gieseke , Simon Plätzer

The Catani--Seymour dipole subtraction is a general and powerful procedure to calculate the QCD next-to-leading order corrections for collider observables. We clearly define a practical algorithm to use the dipole subtraction. The algorithm…

高能物理 - 唯象学 · 物理学 2015-11-30 K. Hasegawa