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Mixing effects in the MSSM Higgs sector can give rise to a sizeable interference between the neutral Higgs bosons. On the other hand, factorising a more complicated process into production and decay parts by means of the narrow-width…

High Energy Physics - Phenomenology · Physics 2014-11-20 Elina Fuchs

Applying the narrow-width approximation (NWA), we first review the NLO QCD predictions for the total decay rate of top quark considering two unstable intermediate particles: the $W^+$-boson in the standard model (SM) of particle physics and…

High Energy Physics - Phenomenology · Physics 2019-05-22 S. Mohammad Moosavi Nejad , S. Abbaspour , R. Farashahian

A study of general properties of the narrow-width approximation (NWA) with polarization/spin decorrelation is presented. We prove for total rates of arbitrary resonant decay or scattering processes with an on-shell intermediate state…

High Energy Physics - Phenomenology · Physics 2009-03-24 C. F. Uhlemann , N. Kauer

A modified narrow-width approximation that allows for O(Gamma/M)-accurate predictions for resonant particle decay with similar intermediate masses is proposed and applied to MSSM processes to demonstrate its importance for searches for…

High Energy Physics - Phenomenology · Physics 2008-11-26 N. Kauer

The zero-width approximation (ZWA) restricts the intermediate unstable particle state to the mass shell and, when combined with the decorrelation approximation, fully factorizes the production and decay of unstable particles. The ZWA…

High Energy Physics - Phenomenology · Physics 2013-06-27 Nikolas Kauer

Estimating causal effects from observational data is a central problem in many domains. A general approach is to balance covariates with weights such that the distribution of the data mimics randomization. We present generalized balancing…

Machine Learning · Statistics 2023-10-02 Yoshiaki Kitazawa

Recently, we introduced an approach for more easily interpreting searches for resonances at the LHC - and to aid in distinguishing between realistic and unrealistic alternatives for potential signals. This `simplfied limits' approach was…

High Energy Physics - Phenomenology · Physics 2017-10-04 R. Sekhar Chivukula , Pawin Ittisamai , Kirtimaan Mohan , Elizabeth H. Simmons

In the next-to-minimal supersymmetric (NMS) Standard Model (SM), it is possible for either one of the additional singlet-like scalar and pseudoscalar Higgs bosons to be almost degenerate in mass with the ~125 GeV SM-like Higgs state. In the…

High Energy Physics - Phenomenology · Physics 2017-08-18 Biswaranjan Das , Stefano Moretti , Shoaib Munir , Poulose Poulose

The narrow width approximation is used in high energy physics to reduce the complexity of scattering calculations. It is a fortunate accident that it works so well for the Standard Model, but in general it will fail in the context of new…

High Energy Physics - Phenomenology · Physics 2011-01-28 D. Berdine , N. Kauer , D. Rainwater

It is customary to apply the so-called narrow width approximation $\Gamma(B\to RP_3\to P_1P_2P_3)=\Gamma(B\to RP_3)Br(R\to P_1P_2)$ to extract the branching fraction of the quasi-two-body decay $B\to RP_3$, with $R$ and $P_3$ being an…

High Energy Physics - Phenomenology · Physics 2021-03-03 Hai-Yang Cheng , Cheng-Wei Chiang , Chun-Khiang Chua

Although highly successful, the Truncated Wigner Approximation (TWA) does not account for genuine many-body quantum interference between different solutions of the mean-field equations of a bosonic many-body (MB) system. This renders the…

Quantum Gases · Physics 2022-09-07 Quirin Hummel , Peter Schlagheck

In the Next-to-Minimal Supersymmetric Standard Model (NMSSM), it is possible to have strong mass degeneracies between the new singlet-like scalar and the heavy doublet-like scalar, as well as between the singlet-like and doublet-like…

High Energy Physics - Phenomenology · Physics 2018-09-19 Biswaranjan Das , Stefano Moretti , Shoaib Munir , Poulose Poulose

NLO QCD corrections to the process $pp \rightarrow e^+\nu_e \mu^- \bar{\nu}_{\mu} \tau^+\tau^- b \bar{b}+X$ are presented with the full off-shell effects included. The calculation includes all resonant and non-resonant Feynman diagrams,…

High Energy Physics - Phenomenology · Physics 2022-12-06 Jasmina Nasufi

The standard approaches for describing top quark production and its decay dynamics are currently mostly either based on the narrow-width (NW) limit or on off-shell fixed-order calculations. In this article we present a factorised approach…

High Energy Physics - Phenomenology · Physics 2024-01-11 André H. Hoang , Simon Plätzer , Christoph Regner , Ines Ruffa

The nonmesonic weak decay of $\Lambda$ hypernuclei is studied using nuclear matter. We have developed a formalism which gives a microscopic interpretation of the process of emission of particles originated in this decay. More specifically,…

Nuclear Theory · Physics 2015-06-26 E. Bauer

Improving the generalization ability of modern deep neural networks (DNNs) is a fundamental challenge in machine learning. Two branches of methods have been proposed to seek flat minima and improve generalization: one led by sharpness-aware…

Machine Learning · Computer Science 2024-04-02 Tao Li , Qinghua Tao , Weihao Yan , Zehao Lei , Yingwen Wu , Kun Fang , Mingzhen He , Xiaolin Huang

We present a general formalism for the calculation of finite-width contributions to the differential production cross sections of unstable particles at hadron colliders. In this formalism, which employs an effective-theory description of…

High Energy Physics - Phenomenology · Physics 2015-06-15 P. Falgari , A. S. Papanastasiou , A. Signer

Interference effects play an important role in Electroweak Physics. They are responsible for the restoration of unitarity al large energies. When, as is often the case, higher order corrections are only available for some particular…

High Energy Physics - Phenomenology · Physics 2016-02-17 Alessandro Ballestrero , Ezio Maina

We present a method for the inclusion of finite width effects in the simulation of Beyond Standard Model (BSM) physics. In order to test the validity of the method we compare our results with matrix elements for a range of production and…

High Energy Physics - Phenomenology · Physics 2008-05-21 M. A. Gigg , P. Richardson

Normalization operations are essential for state-of-the-art neural networks and enable us to train a network from scratch with a large learning rate (LR). We attempt to explain the real effect of Batch Normalization (BN) from the…

Computer Vision and Pattern Recognition · Computer Science 2021-03-23 Yuxiang Liu , Jidong Ge , Chuanyi Li , Jie Gui
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