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相关论文: Learning scattering amplitudes by heart

200 篇论文

The simplification and reorganization of complex expressions lies at the core of scientific progress, particularly in theoretical high-energy physics. This work explores the application of machine learning to a particular facet of this…

高能物理 - 理论 · 物理学 2025-02-05 Clifford Cheung , Aurélien Dersy , Matthew D. Schwartz

We review recent progress on computing scattering amplitudes of planar N=4 super Yang-Mills at strong coupling by using the AdS/CFT duality. We do explicit computations by using both, dimensional regularization and a cut-off in the radial…

高能物理 - 理论 · 物理学 2008-11-26 Luis F. Alday

A theoretical analysis of the scattering of plane-wave atomic excitations in disordered solids has been made in terms of the spectral densities. Hybridization between transverse and longitudinal waves of approximately the same frequency is…

无序系统与神经网络 · 物理学 2009-10-31 S. N. Taraskin , S. R. Elliott

We study the process, within classical general relativity, in which an incident gravitational plane wave, of weak amplitude and long wavelength, scatters off a massive spinning compact object, such as a black hole or neutron star. The…

广义相对论与量子宇宙学 · 物理学 2023-01-04 M. V. S. Saketh , Justin Vines

In this paper we provide a first attempt towards a toric geometric interpretation of scattering amplitudes. In recent investigations it has indeed been proposed that the all-loop integrand of planar N=4 SYM can be represented in terms of…

高能物理 - 理论 · 物理学 2015-06-16 Antonio Amariti , Davide Forcella

Amplitudes $A_n$ in $d$-dimensional scalar field theory are generated, to all orders in the coupling constant and at $n$-point. The amplitudes are expressed as a series in the mass $m$ and coupling $\lambda$. The inputs are the classical…

综合物理 · 物理学 2007-05-23 Gordon Chalmers

A new way of computing scattering amplitudes in a certain very important QFT (N=4 SYM) has recently been developed, in which an algebraic structure called the positive Grassmannian plays a very important role. The mathematics of the…

高能物理 - 理论 · 物理学 2014-08-06 Alvaro M. Alhambra

We present a theoretical study of the potential of Principal Component Analysis to analyse magnetic diffuse neutron scattering data on quantum materials. To address this question, we simulate the scattering function…

无序系统与神经网络 · 物理学 2021-07-13 Robert Twyman , Stuart J Gibson , James Molony , Jorge Quintanilla

We present a possible way of computing resonance poles and modes in scattering theory. Numerical examples are given for the scattering of electromagnetic waves by finite-size photonic crystals.

数学物理 · 物理学 2009-11-07 Didier Felbacq

The scattering amplitudes for colored scalars can be calculated using the so-called curve integral formula, relying on simple combinatorics. It introduces a set of global Schwinger parameters for all Feynman diagrams that contribute to an…

高能物理 - 理论 · 物理学 2026-03-05 Amit Suthar

Observed clusters should be modelled by considering the distribution function to be a random variable that quantifies the degree of excitation of the system's normal modes. A system of canonical coordinates for the space of DFs is…

星系天体物理 · 物理学 2021-08-11 Jun Yan Lau , James Binney

We derive a general formalism that relates the spectrum of two-particle systems in a finite volume to physical scattering amplitudes, taking into account the presence of any left-hand branch cuts due to single-particle exchanges. The method…

高能物理 - 格点 · 物理学 2025-02-27 André Baião Raposo , Raúl A Briceño , Maxwell T Hansen , Andrew W Jackura

The field-theoretic wavefunction has received renewed attention with the goal of better understanding observables at the boundary of de Sitter spacetime and studying the interior of Minkowski or general FLRW spacetime. Understanding the…

高能物理 - 理论 · 物理学 2024-04-22 Mang Hei Gordon Lee

When scattering amplitudes are calculated in the double-logarithmic approximation, it is possible to relate the double-logarithmic on-shell and off-shell amplitudes. Explicit relations are obtained for scattering amplitudes in QED, QCD, and…

高能物理 - 唯象学 · 物理学 2008-11-26 B. I. Ermolaev , M. Greco , F. Olness , S. I. Troyan

In this letter we compute a canonical set of cuts of the integrand for MHV amplitudes in planar ${\cal N}=4$ SYM, where all internal propagators are put on-shell. These "deepest cuts" probe the most complicated Feynman diagrams and on-shell…

高能物理 - 理论 · 物理学 2019-02-13 Nima Arkani-Hamed , Cameron Langer , Akshay Yelleshpur Srikant , Jaroslav Trnka

The electron scattering with longitudinal polar optical phonons in a quantizing magnetic field tilted to the plane of quantum well layers is studied. The scattering rate's behavior at variation of the magnetic field magnitude and…

介观与纳米尺度物理 · 物理学 2025-06-23 M. P. Telenkov , Yu. A. Mityagin , D. S. Korchagin

A scalar field obeying a Lorentz invariant higher order wave equation, is minimally coupled to the electromagnetic field. The propagator and vertex factors for the Feynman diagrams, are determined. As an example we write down the matrix…

高能物理 - 理论 · 物理学 2015-06-26 C. G. Bollini L. E. Oxman , M. C. Rocca

In this note we continue the exploration of the polytope picture for scattering amplitudes, where amplitudes are associated with the volumes of polytopes in generalized momentum-twistor spaces. After a quick warm-up example illustrating the…

高能物理 - 理论 · 物理学 2015-05-20 Nima Arkani-Hamed , Jacob L. Bourjaily , Freddy Cachazo , Andrew Hodges , Jaroslav Trnka

Polarizability expressions are commonly used in optics and photonics to model the light scattering by small particles. Models based on Taylor series of the scattering coefficients of the particles fail to predict the morphologic resonances…

光学 · 物理学 2017-08-02 Rémi Colom , Alexis Devilez , Stefan Enoch , Brian Stout , Nicolas Bonod

We construct a new class of symmetric algebras of tame representation type that are also the endomorphism algebras of cluster tilting objects in 2-Calabi-Yau triangulated categories, hence all their non-projective indecomposable modules are…

表示论 · 数学 2019-03-12 Sefi Ladkani