2,319 research outputs found
Distinct turbulence saturation regimes in stellarators
In the complex 3D magnetic fields of stellarators, ion-temperature-gradient
turbulence is shown to have two distinct saturation regimes, as revealed by
petascale numerical simulations, and explained by a simple turbulence theory.
The first regime is marked by strong zonal flows, and matches previous
observations in tokamaks. The newly observed second regime, in contrast,
exhibits small- scale quasi-two-dimensional turbulence, negligible zonal flows,
and, surprisingly, a weaker heat flux scaling. Our findings suggest that key
details of the magnetic geometry control turbulence in stellarators.Comment: Erratum added to en
Signature of a universal statistical description for drift-wave plasma turbulence
This Letter provides a theoretical interpretation of numerically generated
probability density functions (PDFs) of intermittent plasma transport events.
Specifically, nonlinear gyrokinetic simulations of ion-temperature-gradient
turbulence produce time series of heat flux which exhibit manifestly
non-Gaussian PDFs with enhanced tails. It is demonstrated that, after the
removal of autocorrelations, the numerical PDFs can be matched with predictions
from a fluid theoretical setup, based on the instanton method. This result
points to a universality in the modeling of intermittent stochastic process,
offering predictive capability.Comment: 4 pages, 5 figure
Ion temperature gradient turbulence in helical and axisymmetric RFP plasmas
Turbulence induced by the ion temperature gradient (ITG) is investigated in
the helical and axisymmetric plasma states of a reversed field pinch device by
means of gyrokinetic calculations. The two magnetic configurations are
systematically compared, both linearly and nonlinearly, in order to evaluate
the impact of the geometry on the instability and its ensuing transport, as
well as on the production of zonal flows. Despite its enhanced confinement, the
high-current helical state demonstrates a lower ITG stability threshold
compared to the axisymmetric state, and ITG turbulence is expected to become an
important contributor to the total heat transport.Comment: 8 pages, to appear in Phys. Plasma
Solar System Experiments and the Interpretation of Saa's Model of Gravity with Propagating Torsion as a Theory with Variable Plank "Constant"
It is shown that the recently proposed interpretation of the transposed
equi-affine theory of gravity as a theory with variable Plank "constant" is
inconsistent with basic solar system gravitational experiments.Comment: 6 pages, latex, no figures. Typos correcte
Are realized volatility models good candidates for alternative Value at Risk prediction strategies?
In this paper, we assess the Value at Risk (VaR) prediction accuracy and efficiency of six ARCH-type models, six realized volatility models and two GARCH models augmented with realized volatility regressors. The α-th quantile of the innovation’s distribution is estimated with the fully parametric method using either the normal or the skewed student distributions and also with the Filtered Historical Simulation (FHS), or the Extreme Value Theory (EVT) methods. Our analysis is based on two S&P 500 cash index out-of-sample forecasting periods, one of which covers exclusively the recent 2007-2009 financial crisis. Using an extensive array of statistical and regulatory risk management loss functions, we find that the realized volatility and the augmented GARCH models with the FHS or the EVT quantile estimation methods produce superior VaR forecasts and allow for more efficient regulatory capital allocations. The skewed student distribution is also an attractive alternative, especially during periods of high market volatility.High frequency intraday data; Filtered Historical Simulation; Extreme Value Theory; Value-at-Risk forecasting; Financial crisis.
MERLIN imaging of the maser flare in Markarian 348
MERLIN images of Mrk 348 at 22 GHz show water maser emission at 0.02 - 0.11
Jy, within approximately 0.8 pc of the nucleus. This is the first direct
confirmation that molecular material exists close to the Seyfert 2 nucleus. Mrk
348 was observed in 2000 May one month after Falcke et al. (2000) first
identified the maser in single-dish spectra. The peak maser flux density has
increased about threefold. The masing region is < 0.6 pc in radius. The flux
density of radio continuum emission from the core has been rising for about 2
years. The maser-core separation is barely resolved but at the 3 sigma
significance level they are not coincident along the line of sight. The masers
lie in the direction of the northern radio lobes and probably emanate from
material shocked by a jet with velocity close to c. The correlation between the
radio continuum increase and maser flare is explained as arising from high
level nuclear activity through a common excitation mechanism although direct
maser amplification of the core by masers tracing a Keplerian disc is not
completely ruled out.Comment: Accepted by MNRAS Letters, 5 pages, 3 figures, corrections in text
and figur
Εφαρμογή μοντέλων πρόβλεψης στο δείκτη υψηλής κεφαλαιοποίησης του χρηματιστηρίου Αθηνών με τη βοήθεια εργαλείων στατιστικής ανάλυσης
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