2,236 research outputs found
A minimal modular invariant neutrino model
We present a neutrino mass model based on modular symmetry with the fewest
input parameters to date, which successfully accounts for the 12 lepton masses
and mixing parameters through 6 real free parameters including the modulus. The
neutrino masses are predicted to be normal ordering, the atmospheric angle
is quite close to maximal value and the Dirac CP phase
is about . We also study the soft supersymmetry breaking
terms due to the modulus -term in this minimal model, which are constrained
to be the non-holomorphic modular forms. The radiative lepton flavor violation
process is discussed.Comment: 24 pages, 4 figure
Parafermions: A New Conformal Field Theory
A new parafermionic algebra associated with the homogeneous space
and its corresponding -algebra have been recently proposed.
In this paper, we give a free boson representation of the
parafermion algebra in terms of seven free fields. Free field realizations of
the parafermionic energy-momentum tensor and screening currents are also
obtained. A new algebraic structure is discovered, which contains a -algebra
type primary field with spin two.Comment: LaTex 19 pages. Version to appear in Nucl. Phys.
Twisted Parafermions
A new type of nonlocal currents (quasi-particles), which we call twisted
parafermions, and its corresponding twisted -algebra are found. The system
consists of one spin-1 bosonic field and six nonlocal fields of fractional
spins. Jacobi-type identities for the twisted parafermions are derived, and a
new conformal field theory is constructed from these currents. As an
application, a parafermionic representation of the twisted affine current
algebra is given.Comment: RevTex 5 pages; Cosmetic changes, to appear in Phys.Lett.
Current Superalgebra and Non-unitary Conformal Field Theory
Motivated by application of current superalgebras in the study of disordered
systems such as the random XY and Dirac models, we investigate
current superalgebra at general level . We construct its free field
representation and corresponding Sugawara energy-momentum tensor in the
non-standard basis. Three screen currents of the first kind are also presented.Comment: LaTex file 11 page
Universal critical properties of the Eulerian bond-cubic model
We investigate the Eulerian bond-cubic model on the square lattice by means
of Monte Carlo simulations, using an efficient cluster algorithm and a
finite-size scaling analysis. The critical points and four critical exponents
of the model are determined for several values of . Two of the exponents are
fractal dimensions, which are obtained numerically for the first time. Our
results are consistent with the Coulomb gas predictions for the critical O()
branch for and the results obtained by previous transfer matrix
calculations. For , we find that the thermal exponent, the magnetic
exponent and the fractal dimension of the largest critical Eulerian bond
component are different from those of the critical O(2) loop model. These
results confirm that the cubic anisotropy is marginal at but irrelevant
for
Model Spider: Learning to Rank Pre-Trained Models Efficiently
Figuring out which Pre-Trained Model (PTM) from a model zoo fits the target
task is essential to take advantage of plentiful model resources. With the
availability of numerous heterogeneous PTMs from diverse fields, efficiently
selecting the most suitable PTM is challenging due to the time-consuming costs
of carrying out forward or backward passes over all PTMs. In this paper, we
propose Model Spider, which tokenizes both PTMs and tasks by summarizing their
characteristics into vectors to enable efficient PTM selection. By leveraging
the approximated performance of PTMs on a separate set of training tasks, Model
Spider learns to construct tokens and measure the fitness score between a
model-task pair via their tokens. The ability to rank relevant PTMs higher than
others generalizes to new tasks. With the top-ranked PTM candidates, we further
learn to enrich task tokens with their PTM-specific semantics to re-rank the
PTMs for better selection. Model Spider balances efficiency and selection
ability, making PTM selection like a spider preying on a web. Model Spider
demonstrates promising performance in various configurations of model zoos
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