49,846 research outputs found
On the construction of nested space-filling designs
Nested space-filling designs are nested designs with attractive
low-dimensional stratification. Such designs are gaining popularity in
statistics, applied mathematics and engineering. Their applications include
multi-fidelity computer models, stochastic optimization problems, multi-level
fitting of nonparametric functions, and linking parameters. We propose methods
for constructing several new classes of nested space-filling designs. These
methods are based on a new group projection and other algebraic techniques. The
constructed designs can accommodate a nested structure with an arbitrary number
of layers and are more flexible in run size than the existing families of
nested space-filling designs. As a byproduct, the proposed methods can also be
used to obtain sliced space-filling designs that are appealing for conducting
computer experiments with both qualitative and quantitative factors.Comment: Published in at http://dx.doi.org/10.1214/14-AOS1229 the Annals of
Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical
Statistics (http://www.imstat.org
Chemical Evolution of the Juvenile Universe
Only massive stars contribute to the chemical evolution of the juvenile
universe corresponding to [Fe/H]<-1.5. If Type II supernovae (SNe II) are the
only relevant sources, then the abundances in the interstellar medium of the
juvenile epoch are simply the sum of different SN II contributions. Both
low-mass (~8-11M_sun) and normal (~12-25M_sun) SNe II produce neutron stars,
which have intense neutrino-driven winds in their nascent stages. These winds
produce elements such as Sr, Y, and Zr through charged-particle reactions
(CPR). Such elements are often called the light r-process elements, but are
considered here as products of CPR and not the r-process. The observed absence
of production of the low-A elements (Na through Zn including Fe) when the true
r-process elements (Ba and above) are produced requires that only low-mass SNe
II be the site if the r-process occurs in SNe II. Normal SNe II produce the CPR
elements in addition to the low-A elements. This results in a two-component
model that is quantitatively successful in explaining the abundances of all
elements relative to hydrogen for -3<[Fe/H]<-1.5. This model explicitly
predicts that [Sr/Fe]>-0.32. Recent observations show that there are stars with
[Sr/Fe]<-2 and [Fe/H]<-3. This proves that the two-component model is not
correct and that a third component is necessary to explain the observations.
This leads to a simple three-component model including low-mass and normal SNe
II and hypernovae (HNe), which gives a good description of essentially all the
data for stars with [Fe/H]<-1.5. We conclude that HNe are more important than
normal SNe II in the chemical evolution of the low-A elements, in sharp
distinction to earlier models. (Abridged)Comment: 10 pages, 9 figures, to appear in Pub. Astron. Soc. Australi
Probing r-Process Production of Nuclei Beyond Bi209 with Gamma Rays
We estimate gamma-ray fluxes due to the decay of nuclei beyond Bi209 from a
supernova or a supernova remnant assuming that the r-process occurs in
supernovae. We find that a detector with a sensitivity of about 10**(-7)
photons/cm**2/s at energies of 40 keV to 3 MeV may detect fluxes due to the
decay of Ra226, Th229, Am241, Am243, Cf249, and Cf251 in the newly discovered
supernova remnant near Vela. In addition, such a detector may detect fluxes due
to the decay of Ac227 and Ra228 produced in a future supernova at a distance of
about 1 kpc. As nuclei with mass numbers A > 209 are produced solely by the
r-process, such detections are the best proof for a supernova r-process site.
Further, they provide the most direct information on yields of progenitor
nuclei with A > 209 at r-process freeze-out. Finally, detection of fluxes due
to the decay of r-process nuclei over a range of masses from a supernova or a
supernova remnant provides the opportunity to compare yields in a single
supernova event with the solar r-process abundance pattern.Comment: 24 pages, 3 figures, to appear in the October 10, 1999 issue of Ap
High Fill-Out, Extreme Mass Ratio Overcontact Binary Systems. X. The new discovered binary XY Leonis Minoris
The new discovered short-period close binary star, XY LMi, was monitored
photometrically since 2006. It is shown that the light curves are typical
EW-type and show complete eclipses with an eclipse duration of about 80
minutes. By analyzing the complete B, V, R, and I light curves with the 2003
version of the W-D code, photometric solutions were determined. It is
discovered that XY LMi is a high fill-out, extreme mass ratio overcontact
binary system with a mass ratio of q=0.148 and a fill-out factor of f=74.1%,
suggesting that it is on the late evolutionary stage of late-type tidal-locked
binary stars. As observed in other overcontact binary stars, evidence for the
presence of two dark spots on both components are given. Based on our 19
epoches of eclipse times, it is found that the orbital period of the
overcontact binary is decreasing continuously at a rate of
dP/dt=-1.67\times10^{-7}\,days/year, which may be caused by the mass transfer
from the primary to the secondary or/and angular momentum loss via magnetic
stellar wind. The decrease of the orbital period may result in the increase of
the fill-out, and finally, it will evolve into a single rapid-rotation star
when the fluid surface reaching the outer critical Roche Lobe.Comment: 19 pages, 4 figures, 9 table
Criticality and Continuity of Explosive Site Percolation in Random Networks
This Letter studies the critical point as well as the discontinuity of a
class of explosive site percolation in Erd\"{o}s and R\'{e}nyi (ER) random
network. The class of the percolation is implemented by introducing a best-of-m
rule. Two major results are found: i). For any specific , the critical
percolation point scales with the average degree of the network while its
exponent associated with is bounded by -1 and . ii).
Discontinuous percolation could occur on sparse networks if and only if
approaches infinite. These results not only generalize some conclusions of
ordinary percolation but also provide new insights to the network robustness.Comment: 5 pages, 5 figure
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