488 research outputs found
Are the Ultra-Faint Dwarf Galaxies Just Cusps?
We develop a technique to investigate the possibility that some of the
recently discovered ultra-faint dwarf satellites of the Milky Way might be cusp
caustics rather than gravitationally self-bound systems. Such cusps can form
when a stream of stars folds, creating a region where the projected 2-D surface
density is enhanced. In this work, we construct a Poisson maximum likelihood
test to compare the cusp and exponential models of any substructure on an equal
footing. We apply the test to the Hercules dwarf (d ~ 113 kpc, M_V ~ -6.2, e ~
0.67). The flattened exponential model is strongly favored over the cusp model
in the case of Hercules, ruling out at high confidence that Hercules is a cusp
catastrophe. This test can be applied to any of the Milky Way dwarfs, and more
generally to the entire stellar halo population, to search for the cusp
catastrophes that might be expected in an accreted stellar halo.Comment: Accepted for publication in ApJ Letters. Minor revisions from version
Performance analysis of direct N-body algorithms for astrophysical simulations on distributed systems
We discuss the performance of direct summation codes used in the simulation
of astrophysical stellar systems on highly distributed architectures. These
codes compute the gravitational interaction among stars in an exact way and
have an O(N^2) scaling with the number of particles. They can be applied to a
variety of astrophysical problems, like the evolution of star clusters, the
dynamics of black holes, the formation of planetary systems, and cosmological
simulations. The simulation of realistic star clusters with sufficiently high
accuracy cannot be performed on a single workstation but may be possible on
parallel computers or grids. We have implemented two parallel schemes for a
direct N-body code and we study their performance on general purpose parallel
computers and large computational grids. We present the results of timing
analyzes conducted on the different architectures and compare them with the
predictions from theoretical models. We conclude that the simulation of star
clusters with up to a million particles will be possible on large distributed
computers in the next decade. Simulating entire galaxies however will in
addition require new hybrid methods to speedup the calculation.Comment: 22 pages, 8 figures, accepted for publication in Parallel Computin
The Discovery of an Ultra-Faint Star Cluster in the Constellation of Ursa Minor
We report the discovery of a new ultra-faint globular cluster in the
constellation of Ursa Minor, based on stellar photometry from the MegaCam
imager at the Canada-France-Hawaii Telescope (CFHT). We find that this cluster,
Munoz 1, is located at a distance of 45 +/- 5 kpc and at a projected distance
of only 45 arcmin from the center of the Ursa Minor dSph galaxy. Using a
Maximum Likelihood technique we measure a half-light radius of 0.5 arcmin, or
equivalently 7 pc and an ellipticity consistent with being zero. We estimate
its absolute magnitude to be M_V=-0.4 +/- 0.9, which corresponds to L_V=120
(+160, -65) L_sun and we measure a heliocentric radial velocity of -137 +/- 4
km/s based on Keck/DEIMOS spectroscopy. This new satellite is separate from
Ursa Minor by ~30 kpc and 110 km/s suggesting the cluster is not obviously
associated with the dSph, despite the very close angular separation. Based on
its photometric properties and structural parameters we conclude that Munoz 1
is a new ultra-faint stellar cluster. Along with Segue 3 this is one of the
faintest stellar clusters known to date.Comment: Accepted for publication in ApJ Letter
Distributed N-body Simulation on the Grid Using Dedicated Hardware
We present performance measurements of direct gravitational N -body
simulation on the grid, with and without specialized (GRAPE-6) hardware. Our
inter-continental virtual organization consists of three sites, one in Tokyo,
one in Philadelphia and one in Amsterdam. We run simulations with up to 196608
particles for a variety of topologies. In many cases, high performance
simulations over the entire planet are dominated by network bandwidth rather
than latency. With this global grid of GRAPEs our calculation time remains
dominated by communication over the entire range of N, which was limited due to
the use of three sites. Increasing the number of particles will result in a
more efficient execution. Based on these timings we construct and calibrate a
model to predict the performance of our simulation on any grid infrastructure
with or without GRAPE. We apply this model to predict the simulation
performance on the Netherlands DAS-3 wide area computer. Equipping the DAS-3
with GRAPE-6Af hardware would achieve break-even between calculation and
communication at a few million particles, resulting in a compute time of just
over ten hours for 1 N -body time unit. Key words: high-performance computing,
grid, N-body simulation, performance modellingComment: (in press) New Astronomy, 24 pages, 5 figure
SAPPORO: A way to turn your graphics cards into a GRAPE-6
We present Sapporo, a library for performing high-precision gravitational
N-body simulations on NVIDIA Graphical Processing Units (GPUs). Our library
mimics the GRAPE-6 library, and N-body codes currently running on GRAPE-6 can
switch to Sapporo by a simple relinking of the library. The precision of our
library is comparable to that of GRAPE-6, even though internally the GPU
hardware is limited to single precision arithmetics. This limitation is
effectively overcome by emulating double precision for calculating the distance
between particles. The performance loss of this operation is small (< 20%)
compared to the advantage of being able to run at high precision. We tested the
library using several GRAPE-6-enabled N-body codes, in particular with Starlab
and phiGRAPE. We measured peak performance of 800 Gflop/s for running with 10^6
particles on a PC with four commercial G92 architecture GPUs (two GeForce
9800GX2). As a production test, we simulated a 32k Plummer model with equal
mass stars well beyond core collapse. The simulation took 41 days, during which
the mean performance was 113 Gflop/s. The GPU did not show any problems from
running in a production environment for such an extended period of time.Comment: 13 pages, 9 figures, accepted to New Astronom
Late Quaternary glacier sensitivity to temperature and precipitation distribution in the Southern Alps of New Zealand
Glaciers respond to climate variations and leave geomorphic evidence that represents an important terrestrial paleoclimate record. However, the accuracy of paleoclimate reconstructions from glacial geology is limited by the challenge of representing mountain meteorology in numerical models. Precipitation is usually treated in a simple manner and yet represents difficult-to-characterize variables such as amount, distribution, and phase. Furthermore, precipitation distributions during a glacial probably differed from present-day interglacial patterns. We applied two models to investigate glacier sensitivity to temperature and precipitation in the eastern Southern Alps of New Zealand. A 2-D model was used to quantify variations in the length of the reconstructed glaciers resulting from plausible precipitation distributions compared to variations in length resulting from change in mean annual air temperature and precipitation amount. A 1-D model was used to quantify variations in length resulting from interannual climate variability. Assuming that present-day interglacial values represent precipitation distributions during the last glacial, a range of plausible present-day precipitation distributions resulted in uncertainty in the Last Glacial Maximum length of the Pukaki Glacier of 17.1 km (24%) and the Rakaia Glacier of 9.3 km (25%), corresponding to a 0.5°C difference in temperature. Smaller changes in glacier length resulted from a 50% decrease in precipitation amount from present-day values (−14% and −18%) and from a 50% increase in precipitation amount (5% and 9%). Our results demonstrate that precipitation distribution can produce considerable variation in simulated glacier extents and that reconstructions of paleoglaciers should include this uncertainty
A Human iPSC-derived 3D platform using primary brain cancer cells to study drug development and personalized medicine
Abstract A high throughput histology (microTMA) platform was applied for testing drugs against tumors in a novel 3D heterotypic glioblastoma brain sphere (gBS) model consisting of glioblastoma tumor cells, iPSC-derived neurons, glial cells and astrocytes grown in a spheroid. The differential responses of gBS tumors and normal neuronal cells to sustained treatments with anti-cancer drugs temozolomide (TMZ) and doxorubicin (DOX) were investigated. gBS were exposed to TMZ or DOX over a 7-day period. Untreated gBS tumors increased in size over a 4-week culture period, however, there was no increase in the number of normal neuronal cells. TMZ (100 uM) and DOX (0.3 uM) treatments caused ~30% (P~0.07) and ~80% (P < 0.001) decreases in the size of the tumors, respectively. Neither treatment altered the number of normal neuronal cells in the model. The anti-tumor effects of TMZ and DOX were mediated in part by selective induction of apoptosis. This platform provides a novel approach for screening new anti-glioblastoma agents and evaluating different treatment options for a given patient
The role of cluster evolution in disrupting planetary systems and disks: the Kozai mechanism
We examine the effects of dynamical evolution in clusters on planetary
systems or protoplanetary disks orbiting the components of binary stars. In
particular, we look for evidence that the companions of host stars of planetary
systems or disks could have their inclination angles raised from zero to
between the threshold angles (39.23 degrees and 140.77 degrees) that can induce
the Kozai mechanism. We find that up to 20 per cent of binary systems have
their inclination angles increased to within the threshold range. Given that
half of all extrasolar planets could be in binary systems, we suggest that up
to 10 per cent of extrasolar planets could be affected by this mechanism.Comment: 5 pages, 4 figures, accepted for publication in MNRAS. References
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