6,957 research outputs found
Anticipating a New Golden Age
The standard model of fundamental interactions is remarkably successful, but
it leaves an unfinished agenda. Several major questions seem ripe for
exploration in the near future. I anticipate that the coming decade will be a
Golden Age of discovery in fundamental physics.Comment: 25 pages, 15 figures. Version 3: Added references, caption to Figure
14 correcte
Advantages and Distinguishing Features of Focus Point Supersymmetry
Diverse experimental constraints now motivate models of supersymmetry
breaking in which some superpartners have masses well above the weak scale.
Three alternatives are focus point supersymmetry and inverted hierarchy models,
which embody a naturalness constraint, and the more recent framework of split
supersymmetry, which relaxes that constraint. Many aspects of their
phenomenology are very similar. They can be distinguished, however, through
detailed study of superoblique parameters, the Higgs potential and other
observables.Comment: 9 pages, published versio
Algebraic Approach to Physical-Layer Network Coding
The problem of designing physical-layer network coding (PNC) schemes via
nested lattices is considered. Building on the compute-and-forward (C&F)
relaying strategy of Nazer and Gastpar, who demonstrated its asymptotic gain
using information-theoretic tools, an algebraic approach is taken to show its
potential in practical, non-asymptotic, settings. A general framework is
developed for studying nested-lattice-based PNC schemes---called lattice
network coding (LNC) schemes for short---by making a direct connection between
C&F and module theory. In particular, a generic LNC scheme is presented that
makes no assumptions on the underlying nested lattice code. C&F is
re-interpreted in this framework, and several generalized constructions of LNC
schemes are given. The generic LNC scheme naturally leads to a linear network
coding channel over modules, based on which non-coherent network coding can be
achieved. Next, performance/complexity tradeoffs of LNC schemes are studied,
with a particular focus on hypercube-shaped LNC schemes. The error probability
of this class of LNC schemes is largely determined by the minimum inter-coset
distances of the underlying nested lattice code. Several illustrative
hypercube-shaped LNC schemes are designed based on Construction A and D,
showing that nominal coding gains of 3 to 7.5 dB can be obtained with
reasonable decoding complexity. Finally, the possibility of decoding multiple
linear combinations is considered and related to the shortest independent
vectors problem. A notion of dominant solutions is developed together with a
suitable lattice-reduction-based algorithm.Comment: Submitted to IEEE Transactions on Information Theory, July 21, 2011.
Revised version submitted Sept. 17, 2012. Final version submitted July 3,
201
Communication over Finite-Chain-Ring Matrix Channels
Though network coding is traditionally performed over finite fields, recent
work on nested-lattice-based network coding suggests that, by allowing network
coding over certain finite rings, more efficient physical-layer network coding
schemes can be constructed. This paper considers the problem of communication
over a finite-ring matrix channel , where is the channel
input, is the channel output, is random error, and and are
random transfer matrices. Tight capacity results are obtained and simple
polynomial-complexity capacity-achieving coding schemes are provided under the
assumption that is uniform over all full-rank matrices and is uniform
over all rank- matrices, extending the work of Silva, Kschischang and
K\"{o}tter (2010), who handled the case of finite fields. This extension is
based on several new results, which may be of independent interest, that
generalize concepts and methods from matrices over finite fields to matrices
over finite chain rings.Comment: Submitted to IEEE Transactions on Information Theory, April 2013.
Revised version submitted in Feb. 2014. Final version submitted in June 201
Discovery of mHz X-ray Oscillations in a Transient Ultraluminous X-ray Source in M82
We report the discovery of X-ray quasi-periodic oscillations (QPOs) at
frequencies of 3-4 mHz from a transient ultraluminous X-ray source (ULX)
X42.3+59 in M82. The QPOs are strong and broad and appear with weak or absent
red noise, and are detected only in Chandra observations when the source is
brighter than 10^40 ergs/s. The QPO behavior is similar to the type A-I QPOs
found in XTE J1550-564, which is a subclass of low frequency QPOs with
properties in between type A and B. Therefore, we identify the QPOs in X42.3+59
as of type A or B, and rule out the possibility of type C. With this
identification, the mass of the black hole in X42.3+59 can be inferred as in
the range of 12,000-43,000 solar masses by scaling the QPO frequency to that of
the type A/B QPOs in stellar mass black holes. Cool disk emission is detected
in one Chandra observation, and the disk inner radius suggests a similar black
hole mass range. Black holes of such a high mass are able to produce an energy
output in a manner similar to X42.3+59 by accreting from the interstellar
medium directly.Comment: 5 pages, 1 figure, accepted for publication in The Astrophysical
Journal Letter
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Micromobility evolution and expansion: Understanding how docked and dockless bikesharing models complement and compete – A case study of San Francisco
Shared micromobility – the shared use of bicycles, scooters, or other low-speed modes – is an innovative transportation strategy growing across the United States that includes various service models such as docked, dockless, and e-bike service models. This research focuses on understanding how docked bikesharing and dockless e-bikesharing models complement and compete with respect to user travel behaviors. To inform our analysis, we used two datasets from February 2018 of Ford GoBike (docked) and JUMP (dockless electric) bikesharing trips in San Francisco. We employed three methodological approaches: 1) travel behavior analysis, 2) discrete choice analysis with a destination choice model, and 3) geospatial suitability analysis based on the Spatial Temporal Economic Physiological Social (STEPS) to Transportation Equity framework. We found that dockless e-bikesharing trips were longer in distance and duration than docked trips. The average JUMP trip was about a third longer in distance and about twice as long in duration than the average GoBike trip. JUMP users were far less sensitive to estimated total elevation gain than were GoBike users, making trips with total elevation gain about three times larger than those of GoBike users, on average. The JUMP system achieved greater usage rates than GoBike, with 0.8 more daily trips per bike and 2.3 more miles traveled on each bike per day, on average. The destination choice model results suggest that JUMP users traveled to lower-density destinations, and GoBike users were largely traveling to dense employment areas. Bike rack density was a significant positive factor for JUMP users. The location of GoBike docking stations may attract users and/or be well-placed to the destination preferences of users. The STEPS-based bikeability analysis revealed opportunities for the expansion of both bikesharing systems in areas of the city where high-job density and bike facility availability converge with older resident populations
Performance of Cpred/Cobs concentration ratios as a metric reflecting adherence to antidepressant drug therapy
Background: Nonadherence is very common among subjects undergoing pharmacotherapy for schizophrenia and depression. This study aimed to evaluate the performance of the ratio of the nonlinear mixed effects pharmacokinetic model predicted concentration to observed drug concentration (ratio of population predicted to observed concentration (Cpred/Cobs) and ratio of individual predicted to observed concentration (Cipred/Cobs) as a measure of erratic drug exposure, driven primarily by variable execution of the dosage regimen and unknown true dosage history. Methods: Modeling and simulation approaches in conjunction with dosage history information from the Medication Event Monitoring System (MEMS, provided by the "Depression: The search for treatment relevant phenotypes" study), was applied to evaluate the consistency of exposure via simulation studies with scenarios representing a long half-life drug (escitalopram). Adherence rates were calculated based on the percentage of the prescribed doses actually taken correctly during the treatment window of interest. The association between Cpred/Cobs, Cipred/Cobs ratio, and adherence rate was evaluated under various assumptions of known dosing history. Results: Simulations for those scenarios representing a known dosing history were generated from historical MEMS data. Simulations of a long half-life drug exhibited a trend for overprediction of concentrations in patients with a low percentage of doses taken and underprediction of concentrations in patients taking more than their prescribed number of doses. Overall, the ratios did not predict adherence well, except when the true adherence rates were extremely high (greater than 100% of prescribed doses) or extremely low (complete nonadherence). In general, the Cipred/Cobs ratio was a better predictor of adherence rate than the Cpred/Cobs ratio. Correct predictions of extreme (high, low) 7-day adherence rates using Cipred/Cobs were 73.8% and 64.0%. Conclusion: This simulation study demonstrated the limitations of the Cpred/obs and Cipred/obs ratios as metrics for actual dosage intake history, and identified that use of MEMS dosing history monitoring combined with sparse pharmacokinetic sampling is a more reliable approach. © 2011 Feng et al
Quantum Spin Liquid with Even Ising Gauge Field Structure on Kagome Lattice
Employing large-scale quantum Monte Carlo simulations, we study the extended
model on the kagome lattice. A quantum spin liquid phase
with effective even Ising gauge field structure emerges from the delicate
balance among three symmetry-breaking phases including stripe solid, staggered
solid and ferromagnet. This spin liquid is stabilized by an
extended interaction related to the Rokhsar-Kivelson potential in the quantum
dimer model limit. The phase transitions from the staggered solid to a spin
liquid or ferromagnet are found to be first order and so is the transition
between the stripe solid and ferromagnet. However, the transition between a
spin liquid and ferromagnet is found to be continuous and belongs to the 3D
universality class associated with the condensation of spinons. The
transition between a spin liquid and stripe solid appears to be continuous and
associated with the condensation of visons.Comment: 7 pages, 8 figure
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