910 research outputs found
Kondo Effect in Electromigrated Gold Break Junctions
We present gate-dependent transport measurements of Kondo impurities in bare
gold break junctions, generated with high yield using an electromigration
process that is actively controlled. Thirty percent of measured devices show
zero-bias conductance peaks. Temperature dependence suggests Kondo temperatures
\~7K. The peak splitting in magnetic field is consistent with theoretical
predictions for g=2, though in many devices the splitting is offset from 2guB
by a fixed energy. The Kondo resonances observed here may be due to
atomic-scale metallic grains formed during electromigration.Comment: 5 pages, 3 figure
Geometry of Goodness-of-Fit Testing in High Dimensional Low Sample Size Modelling
We introduce a new approach to goodness-of-fit testing in the high dimensional, sparse extended multinomial context. The paper takes a computational information geometric approach, extending classical higher order asymptotic theory. We show why the Wald – equivalently, the Pearson X2 and score statistics – are unworkable in this context, but that the deviance has a simple, accurate and tractable sampling distribution even for moderate sample sizes. Issues of uniformity of asymptotic approximations across model space are discussed. A variety of important applications and extensions are noted
Transcriptome analysis reveals differential splicing events in IPF lung tissue
Idiopathic pulmonary fibrosis (IPF) is a complex disease in which a multitude of proteins and networks are disrupted. Interrogation of the transcriptome through RNA sequencing (RNA-Seq) enables the determination of genes whose differential expression is most significant in IPF, as well as the detection of alternative splicing events which are not easily observed with traditional microarray experiments. We sequenced messenger RNA from 8 IPF lung samples and 7 healthy controls on an Illumina HiSeq 2000, and found evidence for substantial differential gene expression and differential splicing. 873 genes were differentially expressed in IPF (FDR<5%), and 440 unique genes had significant differential splicing events in at least one exonic region (FDR<5%). We used qPCR to validate the differential exon usage in the second and third most significant exonic regions, in the genes COL6A3 (RNA-Seq adjusted pval = 7.18e-10) and POSTN (RNA-Seq adjusted pval = 2.06e-09), which encode the extracellular matrix proteins collagen alpha-3(VI) and periostin. The increased gene-level expression of periostin has been associated with IPF and its clinical progression, but its differential splicing has not been studied in the context of this disease. Our results suggest that alternative splicing of these and other genes may be involved in the pathogenesis of IPF. We have developed an interactive web application which allows users to explore the results of our RNA-Seq experiment, as well as those of two previously published microarray experiments, and we hope that this will serve as a resource for future investigations of gene regulation in IPF. © 2014 Nance et al
First Measurement of the Neutron -Asymmetry with Ultracold Neutrons
We report the first measurement of angular correlation parameters in neutron
-decay using polarized ultracold neutrons (UCN). We utilize UCN with
energies below about 200 neV, which we guide and store for s in a Cu
decay volume. The potential of a static 7 T field
external to the decay volume provides a 420 neV potential energy barrier to the
spin state parallel to the field, polarizing the UCN before they pass through
an adiabatic fast passage (AFP) spin-flipper and enter a decay volume, situated
within a 1 T, superconducting solenoidal spectrometer. We
determine a value for the -asymmetry parameter , proportional to
the angular correlation between the neutron polarization and the electron
momentum, of .Comment: 4 pages, 2 figures, 1 table, submitted to Phys. Rev. Let
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