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相关论文: Sparticle masses from hadronic decays

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We present a new approach to jet definition alternative to clustering methods, such as the anti-$k_T$ scheme, that exploit kinematic data directly. Instead the new method uses kinematic information to represent the particles in a…

高能物理 - 唯象学 · 物理学 2022-11-22 G. Cerro , S. Dasmahapatra , H. A. Day-Hall , B. Ford , S. Jain , S. Moretti , C. Shepherd-Themistocleous

The cascade mass reconstruction approach was applied to simulated production of the lightest stop quark at the LHC in the cascade decay $\tilde{g} \to \sTop \, \Top \to \tilde{\chi}_{2}^{0} \, \Top \, \Top \to \tilde{\ell}_{R} \, \ell \,…

高能物理 - 唯象学 · 物理学 2010-10-27 Diego Casadei , Rashid Djilkibaev , Rostislav Konoplich

Mass measurements of objects that decay into hadronic jets, such as the top quark, are shown to be improved by using a variant of the $k_t$ jet algorithm in place of standard cone algorithms. The possibility and importance of better…

高能物理 - 唯象学 · 物理学 2009-10-28 Jon Pumplin

We present a new algorithm that identifies reconstructed jets originating from hadronic decays of tau leptons against those from quarks or gluons. No tau lepton reconstruction algorithm is used. Instead, the algorithm represents jets as…

仪器与探测器 · 物理学 2023-07-19 Andris Huang , Xiangyang Ju , Jacob Lyons , Daniel Murnane , Mariel Pettee , Landon Reed

A method of reconstruction of the top quarks produced in the process E+E- -> t\bar{t} -> 6 jets at a Linear Collider (LC) is proposed. The approach does not involve a kinematic fit, as well as assumptions on the invariant masses of the…

高能物理 - 实验 · 物理学 2011-07-19 S. V. Chekanov , V. L. Morgunov

Searches for new hadronic resonances typically focus on high-mass spectra, due to overwhelming QCD backgrounds and detector trigger rates. We present a study of searches for relatively low-mass hadronic resonances at the LHC in the case…

高能物理 - 唯象学 · 物理学 2016-09-07 Chase Shimmin , Daniel Whiteson

We consider the energy flow into gaps between hard jets. It was previously believed that the accuracy of resummed predictions for such observables can be improved by employing the $k_t$ clustering procedure to define the gap energy in terms…

高能物理 - 唯象学 · 物理学 2011-03-23 A. Banfi , M. Dasgupta

We present results from a new Monte Carlo simulation for jet fragmentation in QCD and SUSY QCD for large primary energies $\sqrt s$ up to $10^{16}$ GeV. In the case of SUSY QCD the simulation takes into account not only gluons and quarks as…

高能物理 - 唯象学 · 物理学 2009-10-31 V. Berezinsky , M. Kachelriess

One of the major challenges for the LHC will be to extract precise information from hadronic final states in the presence of the large number of additional soft pp collisions, pileup, that occur simultaneously with any hard interaction in…

高能物理 - 唯象学 · 物理学 2008-11-26 Matteo Cacciari , Gavin P. Salam

In this note a study of hadronic event shapes in QCD events at the Large Hadron Collider (LHC) is presented. Calorimetric jet momenta, determined by various jet clustering algorithms, are used as input for calculating various event-shape…

高能物理 - 唯象学 · 物理学 2008-10-20 G. Dissertori , F. Moortgat , M. A. Weber

Decay-frame Kinematics (DK) has previously been introduced as a technique to reconstruct neutralino masses from their three-body decays to leptons. This work is an extension to the case of two-body decays through on-shell sleptons, with…

高能物理 - 唯象学 · 物理学 2010-12-23 Z. Kang , N. Kersting , S. Kraml , A. R. Raklev , M. J. White

We explore a generative model framework to infer the masses of heavy particles from detector-level data over a broad parameter space. Our model combines a transformer-based detector encoder and a diffusion neural network. We first apply our…

高能物理 - 唯象学 · 物理学 2025-10-30 Rahool Kumar Barman , Arghya Choudhury , Subhadeep Sarkar

We study the reconstruction of high p_T hadronically-decaying top quarks at the LHC. The main challenge in identifying energetic top quarks is that the decay products become increasingly collimated. This reduces the efficacy of conventional…

高能物理 - 唯象学 · 物理学 2009-06-11 Leandro G. Almeida , Seung J. Lee , Gilad Perez , Ilmo Sung , Joseph Virzi

A new algorithm for jet finding in hadronic collisions is presented. The algorithm, based on a Gaussian filter in $(\eta,\phi)$, is specifically intended for use in heavy ion collisions and/or for detectors with limited acceptance. The…

核实验 · 物理学 2008-06-10 Yue-Shi Lai , Brian A. Cole

We present exploratory studies of the underlying event activity and of fragmentation and hadronization of b quarks using $t\overline{t}$ candidate events in proton-proton collision data acquired by the CMS experiment. We reconstruct charm…

高能物理 - 实验 · 物理学 2014-12-15 Benjamin Stieger

We study the problem of reconstruction of high-energy cosmic rays mass composition from the experimental data of extensive air showers. We develop several machine learning methods for the reconstruction of energy spectra of separate primary…

高能天体物理现象 · 物理学 2024-01-30 M. Yu. Kuznetsov , N. A. Petrov , I. A. Plokhikh , V. V. Sotnikov

Experimental High-Energy Physics (HEP), especially the Large Hadron Collider (LHC) programme at the European Organization for Nuclear Research (CERN), is one of the most computationally intensive activities in the world. This demand is set…

数据分析、统计与概率 · 物理学 2021-01-15 Diogo Pires , Pedrame Bargassa , João Seixas , Yasser Omar

We propose a simple way to extract particle masses given a displaced vertex signature in event topologies where two long-lived mother particles decay to visible particles and an invisible daughter. The mother could be either charged or…

高能物理 - 唯象学 · 物理学 2018-04-18 Giovanna Cottin

We present an improved method of reconstructing New Physics (NP) masses from invariant mass endpoints. While the traditional method focuses on a single NP decay, our method considers the decays of two or more NP particles ($ABC...$) in a…

高能物理 - 唯象学 · 物理学 2008-05-22 P. Huang , N. Kersting , H. H. Yang

A measurement is reported of the jet mass distribution in hadronic decays of boosted top quarks produced in pp collisions at $\sqrt{s} =$ 13 TeV. The data were collected with the CMS detector at the LHC and correspond to an integrated…

高能物理 - 实验 · 物理学 2020-05-27 CMS Collaboration