6,078 research outputs found
Noncommutative Geometries and Gravity
We briefly review ideas about ``noncommutativity of space-time'' and
approaches toward a corresponding theory of gravity.Comment: 18 pages, to appear in the Proceedings of the Third Mexican Meeting
on Mathematical and Experimental Physics, Symposium on Gravitation and
Cosmology, Mexico City, 10-14 September 200
Semi-automated curation of protein subcellular localization: a text mining-based approach to Gene Ontology (GO) Cellular Component curation
Background: Manual curation of experimental data from the biomedical literature is an expensive and time-consuming endeavor. Nevertheless, most biological knowledge bases still rely heavily on manual curation for data extraction and entry. Text mining software that can semi- or fully automate information retrieval from the literature would thus provide a significant boost to manual curation efforts.
Results: We employ the Textpresso category-based information retrieval and extraction system http://www.textpresso.org webcite, developed by WormBase to explore how Textpresso might improve the efficiency with which we manually curate C. elegans proteins to the Gene Ontology's Cellular Component Ontology. Using a training set of sentences that describe results of localization experiments in the published literature, we generated three new curation task-specific categories (Cellular Components, Assay Terms, and Verbs) containing words and phrases associated with reports of experimentally determined subcellular localization. We compared the results of manual curation to that of Textpresso queries that searched the full text of articles for sentences containing terms from each of the three new categories plus the name of a previously uncurated C. elegans protein, and found that Textpresso searches identified curatable papers with recall and precision rates of 79.1% and 61.8%, respectively (F-score of 69.5%), when compared to manual curation. Within those documents, Textpresso identified relevant sentences with recall and precision rates of 30.3% and 80.1% (F-score of 44.0%). From returned sentences, curators were able to make 66.2% of all possible experimentally supported GO Cellular Component annotations with 97.3% precision (F-score of 78.8%). Measuring the relative efficiencies of Textpresso-based versus manual curation we find that Textpresso has the potential to increase curation efficiency by at least 8-fold, and perhaps as much as 15-fold, given differences in individual curatorial speed.
Conclusion: Textpresso is an effective tool for improving the efficiency of manual, experimentally based curation. Incorporating a Textpresso-based Cellular Component curation pipeline at WormBase has allowed us to transition from strictly manual curation of this data type to a more efficient pipeline of computer-assisted validation. Continued development of curation task-specific Textpresso categories will provide an invaluable resource for genomics databases that rely heavily on manual curation
Kinetics and the Theoretical Aspects of Drug Release from PLA/HAp Thin Films
Dieser Beitrag ist mit Zustimmung des Rechteinhabers aufgrund einer (DFG geförderten) Allianz- bzw. Nationallizenz frei zugänglich.This publication is with permission of the rights owner freely accessible due to an Alliance licence and a national licence (funded by the DFG, German Research Foundation) respectively.The theory of dissolution kinetics of gentamicin from polylactic acid-hydroxyapatite thin film composites is spotlighted with the combination of diffusion and polymer degradation modeling. The use of various mathematical models, characterizing diffusion, dissolution or/and erosion prevalence as well as a mix of dissolution-diffusion rate processes were employed in order to compare theory with experimental data. A number of factors influence the release kinetics of gentamicin from medical drug release systems and devices. It is difficult to have a single mathematical model that takes all these factors into account. It is shown that the degradation of the polymer matrix plays the biggest role in the release kinetics of polymer-ceramics thin film composites. It was also observed that multistage drug release form these devices depends also on the degradation kinetics of the polymer matrix. The effect of pH and device sizes were not studied but could also be of interest in future studies
Supernova explosions and the birth of neutron stars
We report here on recent progress in understanding the birth conditions of
neutron stars and the way how supernovae explode. More sophisticated numerical
models have led to the discovery of new phenomena in the supernova core, for
example a generic hydrodynamic instability of the stagnant supernova shock
against low-mode nonradial deformation and the excitation of gravity-wave
activity in the surface and core of the nascent neutron star. Both can have
supportive or decisive influence on the inauguration of the explosion, the
former by improving the conditions for energy deposition by neutrino heating in
the postshock gas, the latter by supplying the developing blast with a flux of
acoustic power that adds to the energy transfer by neutrinos. While recent
two-dimensional models suggest that the neutrino-driven mechanism may be viable
for stars from about 8 solar masses to at least 15 solar masses, acoustic
energy input has been advocated as an alternative if neutrino heating fails.
Magnetohydrodynamic effects constitute another way to trigger explosions in
connection with the collapse of sufficiently rapidly rotating stellar cores,
perhaps linked to the birth of magnetars. The global explosion asymmetries seen
in the recent simulations offer an explanation of even the highest measured
kick velocities of young neutron stars.Comment: 10 pages, 8 figures, 19 ps files; to be published in Proc. of Conf.
"40 Years of Pulsars: Millisecond Pulsars, Magnetars, and More", August
12-17, 2007, McGill Univ., Montreal, Canada; high-resolution images can be
obtained upon request; incorrect panel in fig.8 replace
Relativistic magnetotransport in graphene
We study the thermal and electric transport of a fluid of interacting Dirac
fermions as they arise in single-layer graphene. We include Coulomb
interactions, a dilute density of charged impurities and the presence of a
magnetic field to describe both the static and the low frequency response as a
function of temperature T and chemical potential mu. In the critical regime mu
<< T where both bands above and below the Dirac point contribute to transport
we find pronounced deviations from Fermi liquid behavior, universal,
collision-dominated values for transport coefficients and a cyclotron resonance
of collective nature. In the collision-dominated high temperature regime the
linear thermoelectric transport coefficients are shown to obey the constraints
of relativistic magnetohydrodynamics which we derive microscopically from
Boltzmann theory. The latter also allows us to describe the crossover to
disorder-dominated Fermi liquid behavior at large doping and low temperatures,
as well as the crossover to the ballistic regime at high fields.Comment: Proceedings of the Landau Memorial Conference 200
Introduction to the Bethe ansatz II
Building on the fundamentals introduced in part I, we employ the Bethe ansatz
to study some ground-state properties (energy, magnetization, susceptibility)
of the one-dimensional s=1/2 Heisenberg antiferromagnet in zero and nonzero
magnetic field. The 2-spinon triplet and singlet excitations from the
zero-field ground state are discussed in detail, and their energies are
calculated for finite and infinite chains. Procedures for the numerical
calculation of real and complex solutions of the Bethe ansatz equations are
discussed and applied. The paper is designed as a tutorial for beginning
graduate students. It includes 10 problems for further study.Comment: 9 pages, 5 figure
enabling a research data management beyond data heterogeneity
A primary goal of a research infrastructure for data management should be to
enable efficient data discovery and integration of heterogeneous data. The
German Federation for Biological Data (GFBio) was envisioned by this goal. The
basic component, that enables such interoperability and serves as a backbone
for such a platform, is the GFBio Terminology Service (GFBio TS). It acts as a
semantic platform for accessing, developing and reasoning over terminological
resources within the biological and environmental domain. A RESTful API gives
access to these terminological resources in a uniform way regardless of their
degree of complexity and whether they are internally stored or externally
accessed through their web services. Additionally, a set of widgets with an
intrinsic API connection are made available for an easy integration in
applications and web interfaces. Based on the requirements of the GFBio
partners, we describe the added value that is provided by the GFBio
Terminology Service with practical scenarios but also, what challenges we
still face. We conclude by describing our current activities and future
developments
Two-photon laser scanning fluorescence microscopy using photonic crystal fibre
We report the application of a simple yet powerful modular pulse compression system, based on photonic crystal fibres which improves upon incumbent twophoton laser scanning fluorescence microscopy techniques. This system provided more than a 7-fold increase in fluorescence yield when compared with a commercial two-photon microscopy system. From this, we infer pulses of infrared radiaton of less than 35 fs duration reaching the sample
Isospectrality of spherical MHD dynamo operators: pseudo-Hermiticity and a no-go theorem
The isospectrality problem is studied for the operator of the spherical
hydromagnetic alpha^2-dynamo. It is shown that this operator is formally
pseudo-Hermitian (J-symmetric) and lives in a Krein space. Based on the
J-symmetry, an operator intertwining Ansatz with first-order differential
intertwining operators is tested for its compatibility with the structure of
the alpha^2-dynamo operator matrix. An intrinsic structural inconsistency is
obtained in the set of associated matrix Riccati equations. This inconsistency
is interpreted as a no-go theorem which forbids the construction of isospectral
alpha^2-dynamo operator classes with the help of first-order differential
intertwining operators.Comment: 13 pages, LaTeX2e, improved references, to appear in J. Math. Phy
Dynamics of quantum spin systems in dimer and valence-bond solid ground states stabilized by competing interactions
For special coupling ratios, the one-dimensional (1D) s=1/2 Heisenberg model
with antiferromagnetic nearest and next-nearest neighbor interactions has a
pure dimer ground state, and the 1D s=1 Heisenberg model with antiferromagnetic
bilinear and biquadratic interactions has an exact valence-bond-solid ground
state. The recursion method is used to calculate the T=0 spin dynamic structure
factor for both models and, for the s=1/2 model, also the dimer dynamic
structure factor. New results for line shapes and dynamically relevant
dispersions are obtained.Comment: RevTex file, 3 ps figure
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