95 research outputs found
Spectral Radii of Products of Random Rectangular Matrices
We consider m independent random rectangular matrices whose entries are
independent and identically distributed standard complex Gaussian random
variables. Assume the product of the m rectangular matrices is an n by n square
matrix. The maximum absolute values of the n eigenvalues of the product matrix
is called spectral radius. In this paper, we study the limiting spectral radii
of the product when m changes with n and can even diverge. We give a complete
description for the limiting distribution of the spectral radius. Our results
reduce to those in Jiang and Qi [26] when the rectangular matrices are square
ones.Comment: 29 page
Analyses of Magnetic Field Induced around a Tank
A tank is taken to have the shape of a hollow spheroid. Equations for calculating the induced field are derived based on a special coordinate system established around the spheroid. A numerical example to illustrate the magnetic field induced around a tank and its analyses are given
Collapsing domain walls beyond
Discrete symmetries are widely imposed in particle theories. It is well-known
that the spontaneous breaking of discrete symmetries leads to domain walls.
Current studies of domain walls have focused on those from the spontaneous
breaking of a symmetry. Larger discrete symmetries have multiple
degenerate vacua, leading to the domain walls in principle different from the
simplest domain wall. We take domain walls from symmetry breaking
as an illustrative study, and study in detail the case, in which
semi-analytical results for the tension and thickness of domain walls are
derived. Explicit symmetry breaking terms lead to the dynamics of domain walls
collapsing more complicated than the case. Gravitational wave signals
deviate from those from domain walls.Comment: 9 pages, 4 figure
Lagrangian Neural Style Transfer for Fluids
Artistically controlling the shape, motion and appearance of fluid
simulations pose major challenges in visual effects production. In this paper,
we present a neural style transfer approach from images to 3D fluids formulated
in a Lagrangian viewpoint. Using particles for style transfer has unique
benefits compared to grid-based techniques. Attributes are stored on the
particles and hence are trivially transported by the particle motion. This
intrinsically ensures temporal consistency of the optimized stylized structure
and notably improves the resulting quality. Simultaneously, the expensive,
recursive alignment of stylization velocity fields of grid approaches is
unnecessary, reducing the computation time to less than an hour and rendering
neural flow stylization practical in production settings. Moreover, the
Lagrangian representation improves artistic control as it allows for
multi-fluid stylization and consistent color transfer from images, and the
generality of the method enables stylization of smoke and liquids likewise.Comment: ACM Transaction on Graphics (SIGGRAPH 2020), additional materials:
http://www.byungsoo.me/project/lnst/index.htm
Report of the Topical Group on Electroweak Precision Physics and Constraining New Physics for Snowmass 2021
The precise measurement of physics observables and the test of their
consistency within the standard model (SM) are an invaluable approach,
complemented by direct searches for new particles, to determine the existence
of physics beyond the standard model (BSM). Studies of massive electroweak
gauge bosons (W and Z bosons) are a promising target for indirect BSM searches,
since the interactions of photons and gluons are strongly constrained by the
unbroken gauge symmetries. They can be divided into two categories: (a) Fermion
scattering processes mediated by s- or t-channel W/Z bosons, also known as
electroweak precision measurements; and (b) multi-boson processes, which
include production of two or more vector bosons in fermion-antifermion
annihilation, as well as vector boson scattering (VBS) processes. The latter
categories can test modifications of gauge-boson self-interactions, and the
sensitivity is typically improved with increased collision energy.
This report evaluates the achievable precision of a range of future
experiments, which depend on the statistics of the collected data sample, the
experimental and theoretical systematic uncertainties, and their correlations.
In addition it presents a combined interpretation of these results, together
with similar studies in the Higgs and top sector, in the Standard Model
effective field theory (SMEFT) framework. This framework provides a
model-independent prescription to put generic constraints on new physics and to
study and combine large sets of experimental observables, assuming that the new
physics scales are significantly higher than the EW scale.Comment: 55 pages; Report of the EF04 topical group for Snowmass 202
Towards a Muon Collider
A muon collider would enable the big jump ahead in energy reach that is
needed for a fruitful exploration of fundamental interactions. The challenges
of producing muon collisions at high luminosity and 10 TeV centre of mass
energy are being investigated by the recently-formed International Muon
Collider Collaboration. This Review summarises the status and the recent
advances on muon colliders design, physics and detector studies. The aim is to
provide a global perspective of the field and to outline directions for future
work.Comment: 118 pages, 103 figure
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