3,416 research outputs found
Glass transitions in 1, 2, 3, and 4 dimensional binary Lennard-Jones systems
We investigate the calorimetric liquid-glass transition by performing
simulations of a binary Lennard-Jones mixture in one through four dimensions.
Starting at a high temperature, the systems are cooled to T=0 and heated back
to the ergodic liquid state at constant rates. Glass transitions are observed
in two, three and four dimensions as a hysteresis between the cooling and
heating curves. This hysteresis appears in the energy and pressure diagrams,
and the scanning-rate dependence of the area and height of the hysteresis can
be described by power laws. The one dimensional system does not experience a
glass transition but its specific heat curve resembles the shape of the results in the supercooled liquid regime above the glass transition. As
increases, the radial distribution functions reflect reduced geometric
constraints. Nearest-neighbor distances become smaller with increasing due
to interactions between nearest and next-nearest neighbors. Simulation data for
the glasses are compared with crystal and melting data obtained with a
Lennard-Jones system with only one type of particle and we find that with
increasing crystallization becomes increasingly more difficult.Comment: 26 pages, 13 figure
Invertebrate abundance and community composition on a split organic/conventional farm in Northern England : the effects of management, crop type and field boundary
PhD ThesisMany modern applications, from social networks to network security tools, rely upon
the graph data model, using it as part of an offline analytics pipeline or, increasingly,
for storing and querying data online, e.g. in a graph database management system
(GDBMS). Unfortunately, effective horizontal scaling of this graph data reduces to
the NP-Hard problem of “k-way balanced graph partitioning”.
Owing to the problem’s importance, several practical approaches exist, producing quality graph partitionings. However, these existing systems are unsuitable for partitioning
online graphs, either introducing unnecessary network latency during query processing, being unable to efficiently adapt to changing data and query workloads, or both.
In this thesis we propose partitioning techniques which are efficient and sensitive to
given query workloads, suitable for application to online graphs and query
workloads.
To incrementally adapt partitionings in response to workload change, we propose
TAPER: a graph repartitioner. TAPER uses novel datastructures to compute the
probability of expensive inter -partition traversals (ipt) from each vertex, given the
current workload of path queries. Subsequently, it iteratively adjusts an initial partitioning by swapping selected vertices amongst partitions, heuristically maintaining low
ipt and high partition quality with respect to that workload. Iterations are inexpensive
thanks to time and space optimisations in the underlying datastructures.
To incrementally create partitionings in response to graph growth, we propose Loom:
a streaming graph partitioner. Loom uses another novel datastructure to detect common patterns of edge traversals when executing a given workload of pattern matching
queries. Subsequently, it employs a probabilistic graph isomorphism method to incrementally and efficiently compare sub-graphs in the stream of graph updates, to
these common patterns. Matches are assigned within individual partitions if possible,
thereby also reducing ipt and increasing partitioning quality w.r.t the given workload.
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Both partitioner and repartitioner are extensively evaluated with real/synthetic graph
datasets and query workloads. The headline results include that TAPER can reduce
ipt by upto 80% over a naive existing partitioning and can maintain this reduction in
the event of workload change, through additional iterations. Meanwhile, Loom reduces
ipt by upto 40% over a state of the art streaming graph partitioner
Complex patterns of local adaptation in teosinte
Populations of widely distributed species often encounter and adapt to
specific environmental conditions. However, comprehensive characterization of
the genetic basis of adaptation is demanding, requiring genome-wide genotype
data, multiple sampled populations, and a good understanding of population
structure. We have used environmental and high-density genotype data to
describe the genetic basis of local adaptation in 21 populations of teosinte,
the wild ancestor of maize. We found that altitude, dispersal events and
admixture among subspecies formed a complex hierarchical genetic structure
within teosinte. Patterns of linkage disequilibrium revealed four mega-base
scale inversions that segregated among populations and had altitudinal clines.
Based on patterns of differentiation and correlation with environmental
variation, inversions and nongenic regions play an important role in local
adaptation of teosinte. Further, we note that strongly differentiated
individual populations can bias the identification of adaptive loci. The role
of inversions in local adaptation has been predicted by theory and requires
attention as genome-wide data become available for additional plant species.
These results also suggest a potentially important role for noncoding
variation, especially in large plant genomes in which the gene space represents
a fraction of the entire genome
Dominant ethnicity: from minority to majority
This article argues that the world is in the midst of a long-term transition from dominant minority to dominant majority ethnicity. Whereas minority domination was common in premodern societies, modernity (with its accent on democracy and popular sovereignty) has engendered a shift to dominant majority ethnicity. The article begins with conceptual clarifications. The second section provides a broad overview of the general patterns of ethnic dominance that derive from the logic of modern nationalism and democratisation. The third section discusses remnants of dominant minorities in the modern era and suggests that their survival hinges on peculiar historical and social circumstances coupled with resistance to democratisation. The fourth section shifts the focus to dominant majorities in the modern era and their relationship to national identities. The article ends with a discussion of the fortunes of dominant ethnicity in the West
Search for the standard model Higgs boson in the H to ZZ to 2l 2nu channel in pp collisions at sqrt(s) = 7 TeV
A search for the standard model Higgs boson in the H to ZZ to 2l 2nu decay
channel, where l = e or mu, in pp collisions at a center-of-mass energy of 7
TeV is presented. The data were collected at the LHC, with the CMS detector,
and correspond to an integrated luminosity of 4.6 inverse femtobarns. No
significant excess is observed above the background expectation, and upper
limits are set on the Higgs boson production cross section. The presence of the
standard model Higgs boson with a mass in the 270-440 GeV range is excluded at
95% confidence level.Comment: Submitted to JHE
Combined search for the quarks of a sequential fourth generation
Results are presented from a search for a fourth generation of quarks
produced singly or in pairs in a data set corresponding to an integrated
luminosity of 5 inverse femtobarns recorded by the CMS experiment at the LHC in
2011. A novel strategy has been developed for a combined search for quarks of
the up and down type in decay channels with at least one isolated muon or
electron. Limits on the mass of the fourth-generation quarks and the relevant
Cabibbo-Kobayashi-Maskawa matrix elements are derived in the context of a
simple extension of the standard model with a sequential fourth generation of
fermions. The existence of mass-degenerate fourth-generation quarks with masses
below 685 GeV is excluded at 95% confidence level for minimal off-diagonal
mixing between the third- and the fourth-generation quarks. With a mass
difference of 25 GeV between the quark masses, the obtained limit on the masses
of the fourth-generation quarks shifts by about +/- 20 GeV. These results
significantly reduce the allowed parameter space for a fourth generation of
fermions.Comment: Replaced with published version. Added journal reference and DO
Performance of the CMS Cathode Strip Chambers with Cosmic Rays
The Cathode Strip Chambers (CSCs) constitute the primary muon tracking device
in the CMS endcaps. Their performance has been evaluated using data taken
during a cosmic ray run in fall 2008. Measured noise levels are low, with the
number of noisy channels well below 1%. Coordinate resolution was measured for
all types of chambers, and fall in the range 47 microns to 243 microns. The
efficiencies for local charged track triggers, for hit and for segments
reconstruction were measured, and are above 99%. The timing resolution per
layer is approximately 5 ns
Pure-quartic solitons
Temporal optical solitons have been the subject of intense research due to their intriguing physics and applications in ultrafast optics and supercontinuum generation. Conventional bright optical solitons result from the interaction of anomalous group-velocity dispersion and self-phase modulation. Here we experimentally demonstrate a class of bright soliton arising purely from the interaction of negative fourth-order dispersion and self-phase modulation, which can occur even for normal group-velocity dispersion. We provide experimental and numerical evidence of shape-preserving propagation and flat temporal phase for the fundamental pure-quartic soliton and periodically modulated propagation for the higher-order pure-quartic solitons. We derive the approximate shape of the fundamental pure-quartic soliton and discover that is surprisingly Gaussian, exhibiting excellent agreement with our experimental observations. Our discovery, enabled by precise dispersion engineering, could find applications in communications, frequency combs and ultrafast lasers
Performance and Operation of the CMS Electromagnetic Calorimeter
The operation and general performance of the CMS electromagnetic calorimeter
using cosmic-ray muons are described. These muons were recorded after the
closure of the CMS detector in late 2008. The calorimeter is made of lead
tungstate crystals and the overall status of the 75848 channels corresponding
to the barrel and endcap detectors is reported. The stability of crucial
operational parameters, such as high voltage, temperature and electronic noise,
is summarised and the performance of the light monitoring system is presented
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