838 research outputs found

    Clustering properties of a generalised critical Euclidean network

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    Many real-world networks exhibit scale-free feature, have a small diameter and a high clustering tendency. We have studied the properties of a growing network, which has all these features, in which an incoming node is connected to its iith predecessor of degree kik_i with a link of length ℓ\ell using a probability proportional to kiÎČℓαk^\beta_i \ell^{\alpha}. For α>−0.5\alpha > -0.5, the network is scale free at ÎČ=1\beta = 1 with the degree distribution P(k)∝k−γP(k) \propto k^{-\gamma} and Îł=3.0\gamma = 3.0 as in the Barab\'asi-Albert model (α=0,ÎČ=1\alpha =0, \beta =1). We find a phase boundary in the α−ÎČ\alpha-\beta plane along which the network is scale-free. Interestingly, we find scale-free behaviour even for ÎČ>1\beta > 1 for α<−0.5\alpha < -0.5 where the existence of a new universality class is indicated from the behaviour of the degree distribution and the clustering coefficients. The network has a small diameter in the entire scale-free region. The clustering coefficients emulate the behaviour of most real networks for increasing negative values of α\alpha on the phase boundary.Comment: 4 pages REVTEX, 4 figure

    Self Consistent Expansion for the Molecular Beam Epitaxy Equation

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    Motivated by a controversy over the correct results derived from the dynamic renormalization group (DRG) analysis of the non linear molecular beam epitaxy (MBE) equation, a self-consistent expansion (SCE) for the non linear MBE theory is considered. The scaling exponents are obtained for spatially correlated noise of the general form D(r⃗−r⃗â€Č,t−tâ€Č)=2D0∣r⃗−r⃗â€Č∣2ρ−dÎŽ(t−tâ€Č)D({\vec r - \vec r',t - t'}) = 2D_0 | {\vec r - \vec r'} |^{2\rho - d} \delta ({t - t'}). I find a lower critical dimension dc(ρ)=4+2ρd_c (\rho) = 4 + 2\rho , above, which the linear MBE solution appears. Below the lower critical dimension a r-dependent strong-coupling solution is found. These results help to resolve the controversy over the correct exponents that describe non linear MBE, using a reliable method that proved itself in the past by predicting reasonable results for the Kardar-Parisi-Zhang (KPZ) system, where DRG failed to do so.Comment: 16 page

    Self-similar disk packings as model spatial scale-free networks

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    The network of contacts in space-filling disk packings, such as the Apollonian packing, are examined. These networks provide an interesting example of spatial scale-free networks, where the topology reflects the broad distribution of disk areas. A wide variety of topological and spatial properties of these systems are characterized. Their potential as models for networks of connected minima on energy landscapes is discussed.Comment: 13 pages, 12 figures; some bugs fixed and further discussion of higher-dimensional packing

    Quasistatic Scale-free Networks

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    A network is formed using the NN sites of an one-dimensional lattice in the shape of a ring as nodes and each node with the initial degree kin=2k_{in}=2. NN links are then introduced to this network, each link starts from a distinct node, the other end being connected to any other node with degree kk randomly selected with an attachment probability proportional to kαk^{\alpha}. Tuning the control parameter α\alpha we observe a transition where the average degree of the largest node changes its variation from N0N^0 to NN at a specific transition point of αc\alpha_c. The network is scale-free i.e., the nodal degree distribution has a power law decay for α≄αc\alpha \ge \alpha_c.Comment: 4 pages, 5 figure

    Stability of shortest paths in complex networks with random edge weights

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    We study shortest paths and spanning trees of complex networks with random edge weights. Edges which do not belong to the spanning tree are inactive in a transport process within the network. The introduction of quenched disorder modifies the spanning tree such that some edges are activated and the network diameter is increased. With analytic random-walk mappings and numerical analysis, we find that the spanning tree is unstable to the introduction of disorder and displays a phase-transition-like behavior at zero disorder strength Ï”=0\epsilon=0. In the infinite network-size limit (N→∞N\to \infty), we obtain a continuous transition with the density of activated edges Ί\Phi growing like Ί∌ϔ1\Phi \sim \epsilon^1 and with the diameter-expansion coefficient ΄\Upsilon growing like ΄∌ϔ2\Upsilon\sim \epsilon^2 in the regular network, and first-order transitions with discontinuous jumps in Ί\Phi and ΄\Upsilon at Ï”=0\epsilon=0 for the small-world (SW) network and the Barab\'asi-Albert scale-free (SF) network. The asymptotic scaling behavior sets in when N≫NcN\gg N_c, where the crossover size scales as Nc∌ϔ−2N_c\sim \epsilon^{-2} for the regular network, Nc∌exp⁥[αϔ−2]N_c \sim \exp[\alpha \epsilon^{-2}] for the SW network, and Nc∌exp⁥[α∣lnâĄÏ”âˆŁÏ”âˆ’2]N_c \sim \exp[\alpha |\ln \epsilon| \epsilon^{-2}] for the SF network. In a transient regime with Nâ‰ȘNcN\ll N_c, there is an infinite-order transition with Ί∌΄∌exp⁥[−α/(Ï”2ln⁥N)]\Phi\sim \Upsilon \sim \exp[-\alpha / (\epsilon^2 \ln N)] for the SW network and ∌exp⁥[−α/(Ï”2ln⁥N/ln⁥ln⁥N)]\sim \exp[ -\alpha / (\epsilon^2 \ln N/\ln\ln N)] for the SF network. It shows that the transport pattern is practically most stable in the SF network.Comment: 9 pages, 7 figur

    WormBase 2007

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    WormBase (www.wormbase.org) is the major publicly available database of information about Caenorhabditis elegans, an important system for basic biological and biomedical research. Derived from the initial ACeDB database of C. elegans genetic and sequence information, WormBase now includes the genomic, anatomical and functional information about C. elegans, other Caenorhabditis species and other nematodes. As such, it is a crucial resource not only for C. elegans biologists but the larger biomedical and bioinformatics communities. Coverage of core areas of C. elegans biology will allow the biomedical community to make full use of the results of intensive molecular genetic analysis and functional genomic studies of this organism. Improved search and display tools, wider cross-species comparisons and extended ontologies are some of the features that will help scientists extend their research and take advantage of other nematode species genome sequences

    A Biosensor for Genetic Modified Soybean DNA Determination via Adsorption of Anthraquinone‐2‐sulphonic Acid in Reduced Graphene Oxide

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    An electrochemical DNA biosensor for DNA determination of genetically modified (GM) soybean (CaMV 35S target genes) was developed utilizing a new detection concept based on the adsoption of anthraquinone‐2‐sulphonic acid (AQMS) on the reduced graphene oxide nano‐particles (rGO) during DNA hybridization events. The aminated DNA probe for CaMV 35S was immobilized onto poly(n‐butyl acrylate) film modified with succinimide functional groups [poly(nBA‐NAS)] via peptide covalent bond. Nanosheets of rGO were entrapped in the poly(nBA‐NAS) film to form a conducting [poly(nBA‐NAS)‐rGO] film of the DNA biosensor. Besides facilitating the electron transfer reactions, the rGO also functioned as an adsorbent for AQMS. The sensing mechanism of the proposed DNA biosensor involved measuring the oxidation current of the AQMS adsorbed on the electrode surface at −0.50 V using differential pulse voltammetry (DPV) before and after a DNA hybridization event. Under optimum conditions, the DNA biosensor demonstrated a linear proportionality between AQMS oxidation signal and logarithm cDNA concentration from 1.0×10−15 M to 1.0×10−8 M target DNA with a detection limit of 6.3×10−16 M. The electrochemical DNA biosensor possessed good selectivity and a shelf life of about 40 days with relative standard deviation of reproducibility obtained in the range of 3.7–4.6% (n=5). Evaluation of the DNA biosensor using GM soybean DNA extracts showed excellent recovery percentages of 97.2–104.0

    An air-stable DPP-thieno-TTF copolymer for single-material solar cell devices and field effect transistors

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    Following an approach developed in our group to incorporate tetrathiafulvalene (TTF) units into conjugated polymeric systems, we have studied a low band gap polymer incorporating TTF as a donor component. This polymer is based on a fused thieno-TTF unit that enables the direct incorporation of the TTF unit into the polymer, and a second comonomer based on the diketopyrrolopyrrole (DPP) molecule. These units represent a donor–acceptor copolymer system, p(DPP-TTF), showing strong absorption in the UV–visible region of the spectrum. An optimized p(DPP-TTF) polymer organic field effect transistor and a single material organic solar cell device showed excellent performance with a hole mobility of up to 5.3 × 10–2 cm2/(V s) and a power conversion efficiency (PCE) of 0.3%, respectively. Bulk heterojunction organic photovoltaic devices of p(DPP-TTF) blended with phenyl-C71-butyric acid methyl ester (PC71BM) exhibited a PCE of 1.8%

    Evidence of ΄(1S)→J/ψ+χc1\Upsilon(1S) \to J/\psi+\chi_{c1} and search for double-charmonium production in ΄(1S)\Upsilon(1S) and ΄(2S)\Upsilon(2S) decays

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    Using data samples of 102×106102\times10^6 ΄(1S)\Upsilon(1S) and 158×106158\times10^6 ΄(2S)\Upsilon(2S) events collected with the Belle detector, a first experimental search has been made for double-charmonium production in the exclusive decays ΄(1S,2S)→J/ψ(ψâ€Č)+X\Upsilon(1S,2S)\rightarrow J/\psi(\psi')+X, where X=ηcX=\eta_c, χcJ(J= 0, 1, 2)\chi_{cJ} (J=~0,~1,~2), ηc(2S)\eta_c(2S), X(3940)X(3940), and X(4160)X(4160). No significant signal is observed in the spectra of the mass recoiling against the reconstructed J/ψJ/\psi or ψâ€Č\psi' except for the evidence of χc1\chi_{c1} production with a significance of 4.6σ4.6\sigma for ΄(1S)→J/ψ+χc1\Upsilon(1S)\rightarrow J/\psi+\chi_{c1}. The measured branching fraction \BR(\Upsilon(1S)\rightarrow J/\psi+\chi_{c1}) is (3.90±1.21(stat.)±0.23(syst.))×10−6(3.90\pm1.21(\rm stat.)\pm0.23 (\rm syst.))\times10^{-6}. The 90%90\% confidence level upper limits on the branching fractions of the other modes having a significance of less than 3σ3\sigma are determined. These results are consistent with theoretical calculations using the nonrelativistic QCD factorization approach.Comment: 12 pages, 4 figures, 1 table. The fit range was extended to include X(4160) signal according to referee's suggestions. Other results unchanged. Paper was accepted for publication as a regular article in Physical Review
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