4,734 research outputs found
Thermo-mechanical behaviour of composite moulding compounds at elevated temperatures
This is the author accepted manuscript. The final version is available from Elsevier via the DOI in this record.The use of fibre-reinforced polymer composites as a lightweight metal replacement for automotive componentry is constantly expanding into new and more challenging application areas (e.g. whole range of under-bonnet, exhaust applications and other automotive components), where service temperatures are not expected to go beyond 150°C. This study seeks to provide some useful baseline data on the bending stiffness performance of a large range of commercially available composite moulding compounds, in order to provide guidance in selecting appropriate materials for various applications requiring higher operating temperatures, where retention of bending stiffness is a key parameter. Whilst glass transition data can give some indication, this study seeks to go further. Three point bending flexural tests and Dynamic Mechanical Analysis were used to investigate and compare properties both at ambient and 150°C comparing various composite systems, particularly phenolics, one of the fastest-growing systems in the thermoset moulding compounds market.Innovate U
Predicted global warming scenarios impact on the mother plant to alter seed dormancy and germination behaviour in Arabidopsis
Seed characteristics are key components of plant fitness that are influenced by temperature in their maternal environment, and temperature will change with global warming. To study the effect of such temperature changes, Arabidopsis thaliana plants were grown to produce seeds along a uniquely designed polyethylene tunnel having a thermal gradient reflecting local global warming predictions. Plants therefore experienced the same variations in temperature and light conditions but different mean temperatures. A range of seed-related plant fitness estimates were measured. There were dramatic non-linear temperature effects on the germination behaviour in two contrasting ecotypes. Maternal temperatures lower than 15–16 °C resulted in significantly greater primary dormancy. In addition, the impact of nitrate in the growing media on dormancy was shown only by seeds produced below 15–16 °C. However, there were no consistent effects on seed yield, number, or size. Effects on germination behaviour were shown to be a species characteristic responding to temperature and not time of year. Elevating temperature above this critical value during seed development has the potential to dramatically alter the timing of subsequent seed germination and the proportion entering the soil seed bank. This has potential consequences for the whole plant life cycle and species fitness
Accelerating Bayesian hierarchical clustering of time series data with a randomised algorithm
We live in an era of abundant data. This has necessitated the development of new and innovative statistical algorithms to get the most from experimental data. For example, faster algorithms make practical the analysis of larger genomic data sets, allowing us to extend the utility of cutting-edge statistical methods. We present a randomised algorithm that accelerates the clustering of time series data using the Bayesian Hierarchical Clustering (BHC) statistical method. BHC is a general method for clustering any discretely sampled time series data. In this paper we focus on a particular application to microarray gene expression data. We define and analyse the randomised algorithm, before presenting results on both synthetic and real biological data sets. We show that the randomised algorithm leads to substantial gains in speed with minimal loss in clustering quality. The randomised time series BHC algorithm is available as part of the R package BHC, which is available for download from Bioconductor (version 2.10 and above) via http://bioconductor.org/packages/2.10/bioc/html/BHC.html. We have also made available a set of R scripts which can be used to reproduce the analyses carried out in this paper. These are available from the following URL. https://sites.google.com/site/randomisedbhc/
"Ordinary, the same as anywhere else": notes on the management of spoiled identity in 'marginal' middle class neighbourhoods
Urban sociologists are becoming increasingly interested in neighbourhood as a source of middle-class identity. Particular emphasis is currently being given to two types of middle-class neighbourhood; gentrified urban neighbourhoods of ‘distinction’ and inconspicuous ‘suburban landscapes of privilege’. However, there has been a dearth of work on ‘marginal’ middle-class neighbourhoods that are similarly ‘inconspicuous’ rather than distinctive, but less exclusive, thus containing sources of ‘spoiled identity’. This article draws on data gathered from two ‘marginal’ middleclass neighbourhoods that contained a particular source of ‘spoiled identity’: social renters. Urban sociological analyses of neighbour responses to these situations highlight a process of dis-identification with the maligned object, which exacerbates neighbour differences. Our analysis of data from the ‘marginal’ middle-class neighbourhoods suggests something entirely different and Goffmanesque. This entailed the management of spoiled identity, which emphasized similarities rather than differences between neighbours.</p
The pathogenesis of oral lichen planus
Both antigen-specific and non-specific mechanisms may be involved in the pathogenesis of oral lichen planus (OLP). Antigen-specific mechanisms in OLP include antigen presentation by basal keratinocytes and antigen-specific keratinocyte killing by CD8(+) cytotoxic T-cells. Non-specific mechanisms include mast cell degranulation and matrix metalloproteinase (MMP) activation in OLP lesions. These mechanisms may combine to cause T-cell accumulation in the superficial lamina propria, basement membrane disruption, intra-epithelial T-cell migration, and keratinocyte apoptosis in OLP. OLP chronicity may be due, in part, to deficient antigen-specific TGF-beta1-mediated immunosuppression. The normal oral mucosa may be an immune privileged site (similar to the eye, testis, and placenta), and breakdown of immune privilege could result in OLP and possibly other autoimmune oral mucosal diseases. Recent findings in mucocutaneous graft-versus-host disease, a clinical and histological correlate of lichen planus, suggest the involvement of TNF-alpha, CD40, Fas, MMPs, and mast cell degranulation in disease pathogenesis. Potential roles for oral Langerhans cells and the regional lymphatics in OLP lesion formation and chronicity are discussed. Carcinogenesis in OLP may be regulated by the integrated signal from various tumor inhibitors (TGF-beta1, TNF-alpha, IFN-gamma, IL-12) and promoters (MIF, MMP-9). We present our recent data implicating antigen-specific and non-specific mechanisms in the pathogenesis of OLP and propose a unifying hypothesis suggesting that both may be involved in lesion development. The initial event in OLP lesion formation and the factors that determine OLP susceptibility are unknown
R/BHC: fast Bayesian hierarchical clustering for microarray data
BACKGROUND: Although the use of clustering methods has rapidly become one of the standard computational approaches in the literature of microarray gene expression data analysis, little attention has been paid to uncertainty in the results obtained. RESULTS: We present an R/Bioconductor port of a fast novel algorithm for Bayesian agglomerative hierarchical clustering and demonstrate its use in clustering gene expression microarray data. The method performs bottom-up hierarchical clustering, using a Dirichlet Process (infinite mixture) to model uncertainty in the data and Bayesian model selection to decide at each step which clusters to merge. CONCLUSION: Biologically plausible results are presented from a well studied data set: expression profiles of A. thaliana subjected to a variety of biotic and abiotic stresses. Our method avoids several limitations of traditional methods, for example how many clusters there should be and how to choose a principled distance metric
Implications of Bbar to D0 h0 Decays on Bbar to D Kbar, Dbar Kbar Decays
The recently observed color suppressed B0bar to D0 pi0, D0 eta, D0 eta', Ds+
K-and D0 K0bar decay modes all have rates larger than expected, hinting at the
presence of final state interactions. We study rescattering effects in Bbar to
D P, D Kbar and Dbar Kbar modes in the quasi-elastic approach, which is
extended to accommodate D0 eta' without using U(3) symmetry. The D0bar Kbar
modes are of interest in the determination of the unitarity angle phi3/gamma.
The updated DP data are used to extract the effective Wilson coefficients
a_1^{eff} ~ 0.92, a_2^{eff} ~ 0.22, three strong phases delta ~ 62 deg., theta
~ 24 deg., sigma ~ 127 deg., and the mixing angle tau~2 deg. The values of
delta and theta are close to our previous results. The smallness of tau implies
small mixing of D0 eta1 with other modes. Predictions for D0 K-, D+ K- and D0
K0bar agree with data. The framework applies to Bbar to Dbar Kbar decays, and
rates for D0bar K-, D- K0, Ds- pi0, Ds- eta and Ds- eta' modes are predicted.
From B- to D0bar K- and D0 K- rates, we find r_B=0.09\pm 0.02.Comment: 24 pages, 4 figure
Velocity profile of granular flows inside silos and hoppers
We measure the flow of granular materials inside a quasi-two dimensional silo
as it drains and compare the data with some existing models. The particles
inside the silo are imaged and tracked with unprecedented resolution in both
space and time to obtain their velocity and diffusion properties. The data
obtained by varying the orifice width and the hopper angle allows us to
thoroughly test models of gravity driven flows inside these geometries. All of
our measured velocity profiles are smooth and free of the shock-like
discontinuities ("rupture zones") predicted by critical state soil mechanics.
On the other hand, we find that the simple Kinematic Model accurately captures
the mean velocity profile near the orifice, although it fails to describe the
rapid transition to plug flow far away from the orifice. The measured diffusion
length , the only free parameter in the model, is not constant as usually
assumed, but increases with both the height above the orifice and the angle of
the hopper. We discuss improvements to the model to account for the
differences. From our data, we also directly measure the diffusion of the
particles and find it to be significantly less than predicted by the Void
Model, which provides the classical microscopic derivation of the Kinematic
Model in terms of diffusing voids in the packing. However, the experimental
data is consistent with the recently proposed Spot Model, based on a simple
mechanism for cooperative diffusion. Finally, we discuss the flow rate as a
function of the orifice width and hopper angles. We find that the flow rate
scales with the orifice size to the power of 1.5, consistent with dimensional
analysis. Interestingly, the flow rate increases when the funnel angle is
increased.Comment: 17 pages, 8 figure
Charmless Two-body Baryonic B Decays
We study charmless two-body baryonic B decays in a diagramatic approach.
Relations on decay amplitudes are obtained. In general there are more than one
tree and more than one penguin amplitudes. The number of independent amplitudes
can be reduced in the large m_B limit. It leads to more predictive results.
Some prominent modes for experimental searches are pointed out.Comment: 15 pages, 2 figures. To appear in Phys. Rev.
- …