2,606 research outputs found

    Pulsed thermal deposition of binary and ternary transition metal dichalcogenide monolayers and heterostructures

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    Application of transition metal dichalcogenides (TMDC) in photonic, optoelectronic or valleytronic devices requires the growth of continuous monolayers, heterostructures and alloys of different materials in a single process. We present a facile pulsed thermal deposition method which provides precise control over layer thickness and stoichiometry of two-dimensional systems. The versatility of the method is demonstrated on ternary monolayers of Mo1x_{1-x}Wx_{x}S2_{2} and on heterostructures combining metallic TaS2_{2} and semiconducting MoS2_{2} layers. The fabricated ternary monolayers cover the entire composition range of xx = 0...1 without phase separation. Band gap engineering and control over the spin-orbit coupling strength is demonstrated by absorption and photoluminescence spectroscopy. Vertical heterostructures are grown without intermixing. The formation of clean and atomically abrupt interfaces is evidenced by high-resolution transmission electron microscopy. Since both the metal components as well as the chalcogenides are thermally evaporated complex alloys and heterostructures can thus be prepared

    Adaptive self-organization in a realistic neural network model

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    Information processing in complex systems is often found to be maximally efficient close to critical states associated with phase transitions. It is therefore conceivable that also neural information processing operates close to criticality. This is further supported by the observation of power-law distributions, which are a hallmark of phase transitions. An important open question is how neural networks could remain close to a critical point while undergoing a continual change in the course of development, adaptation, learning, and more. An influential contribution was made by Bornholdt and Rohlf, introducing a generic mechanism of robust self-organized criticality in adaptive networks. Here, we address the question whether this mechanism is relevant for real neural networks. We show in a realistic model that spike-time-dependent synaptic plasticity can self-organize neural networks robustly toward criticality. Our model reproduces several empirical observations and makes testable predictions on the distribution of synaptic strength, relating them to the critical state of the network. These results suggest that the interplay between dynamics and topology may be essential for neural information processing.Comment: 6 pages, 4 figure

    Igualdad de oportunidades para todas las regiones

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    En este artículo se discute la necesidad de políticas dirigidas a reducir las disparidades económicas en Colombia. La principal razón es que las desigualdades que se observan entre las regiones no son deseables desde el punto de vista económico, social y político. Además, los últimos planes nacionales de desarrollo no abordan el problema con claridad. A la falta de entendimiento de los problemas de las regiones se suman políticas que han causado y mantenido un crecimiento territorial desigual. El mejor ejemplo fue la política de Industrialización por Sustitución de Importaciones (ISI), a través de la cual se subsidió a los entes territoriales más industrializados, en perjuicio de las regiones agrícolas y de menos desarrollo. Otro ejemplo, es el gasto regionalmente regresivo que hace el gobierno central en el pago de pensiones, que actualmente se concentra en los departamentos más prósperos del país. Desde la teoría económica, se discute el por qué de una política regional. También se muestra que por razones de eficiencia, las regiones deben competir siempre que existan mecanismos que nivelen el terreno de juego entre estas. Finalmente, se enumeran una serie de políticas y consideraciones que son fundamentales para el desarrollo regionalmente balanceado.Economía regional, política económica, desarrollo económico divergente, desigualdad económica, departamentos de Colombia

    Ultrasound attenuation and a P-B-T phase diagram of superfluid 3He in 98% aerogel

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    Longitudinal sound attenuation measurements in superfluid 3He in 98% aerogel were conducted at pressures between 14 and 33 bar and in magnetic fields up to 4.44 kG. The temperature dependence of the ultrasound attenuation in the A-like phase was determined for the entire superfluid region exploiting the field induced meta-stable A-like phase at the highest field. In the lower field, the A-B transition in aerogel was identified by a smooth jump in attenuation on both cooling and warming. Based on the transitions observed on warming, a phase diagram as a function of pressure (P), temperature (T) and magnetic field (B) is constructed. We find that the A-B phase boundary in aerogel recedes in a drastically different manner than in bulk in response to an increasing magnetic field. The implications of the observed phase diagram are discussed.Comment: 9 pages, 13 figures, accepted to PR

    Nonuniversal scaling behavior of Barkhausen noise

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    We simulate Barkhausen avalanches on fractal clusters in a two-dimensional diluted Ising ferromagnet with an effective Gaussian random field. We vary the concentration of defect sites cc and find a scaling region for moderate disorder, where the distribution of avalanche sizes has the form D(s,c,L)=s(1+τ(c))D(sLDs(c))D(s,c,L) = s^{-(1+\tau (c))}{\cal{D}}(sL^{-D_s(c)}). The exponents τ(c)\tau (c) for size and α(c)\alpha (c) for length distribution, and the fractal dimension of avalanches Ds(c)D_s(c) satisfy the scaling relation Ds(c)τ(c)=α(c)D_s(c)\tau (c) =\alpha (c). For fixed disorder the exponents vary with driving rate in agreement with experiments on amorphous Si-Fe alloys.Comment: 5 pages, Latex, 4 PostScript figures include

    Universal Power Law in the Noise from a Crumpled Elastic Sheet

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    Using high-resolution digital recordings, we study the crackling sound emitted from crumpled sheets of mylar as they are strained. These sheets possess many of the qualitative features of traditional disordered systems including frustration and discrete memory. The sound can be resolved into discrete clicks, emitted during rapid changes in the rough conformation of the sheet. Observed click energies range over six orders of magnitude. The measured energy autocorrelation function for the sound is consistent with a stretched exponential C(t) ~ exp(-(t/T)^{b}) with b = .35. The probability distribution of click energies has a power law regime p(E) ~ E^{-a} where a = 1. We find the same power law for a variety of sheet sizes and materials, suggesting that this p(E) is universal.Comment: 5 pages (revtex), 10 uuencoded postscript figures appended, html version at http://rainbow.uchicago.edu/~krame

    Experimental Evidence of a Haldane Gap in an S = 2 Quasi-linear Chain Antiferromagnet

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    The magnetic susceptibility of the S=2S = 2 quasi-linear chain Heisenberg antiferromagnet (2,22'-bipyridine)trichloromanganese(III), MnCl_{3}(bipy), has been measured from 1.8 to 300 K with the magnetic field, H, parallel and perpendicular to the chains. The analyzed data yield g2g\approx 2 and J35J\approx 35 K. The magnetization, M, has been studied at 30 mK and 1.4 K in H up to 16 T. No evidence of long-range order is observed. Depending on crystal orientation, M0M\approx 0 at 30 mK until a critical field is achieved (Hc=1.2±0.2TH_{c\|} = 1.2\pm 0.2 T and $H_{c\bot} = 1.8\pm 0.2 T), where M increases continuously as H is increased. These results are interpreted as evidence of a Haldane gap.Comment: 11 pages, 4 figure

    Isobaric multiplet mass equation in the A=31A=31 T=3/2T = 3/2 quartets

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    The observed mass excesses of analog nuclear states with the same mass number AA and isospin TT can be used to test the isobaric multiplet mass equation (IMME), which has, in most cases, been validated to a high degree of precision. A recent measurement [Kankainen et al., Phys. Rev. C 93 041304(R) (2016)] of the ground-state mass of 31^{31}Cl led to a substantial breakdown of the IMME for the lowest A=31,T=3/2A = 31, T = 3/2 quartet. The second-lowest A=31,T=3/2A = 31, T = 3/2 quartet is not complete, due to uncertainties associated with the identity of the 31^{31}S member state. Using a fast 31^{31}Cl beam implanted into a plastic scintillator and a high-purity Ge γ\gamma-ray detection array, γ\gamma rays from the 31^{31}Cl(βγ)(\beta\gamma)31^{31}S sequence were measured. Shell-model calculations using USDB and the recently-developed USDE interactions were performed for comparison. Isospin mixing between the 31^{31}S isobaric analog state (IAS) at 6279.0(6) keV and a nearby state at 6390.2(7) keV was observed. The second T=3/2T = 3/2 state in 31^{31}S was observed at Ex=7050.0(8)E_x = 7050.0(8) keV. Isospin mixing in 31^{31}S does not by itself explain the IMME breakdown in the lowest quartet, but it likely points to similar isospin mixing in the mirror nucleus 31^{31}P, which would result in a perturbation of the 31^{31}P IAS energy. USDB and USDE calculations both predict candidate 31^{31}P states responsible for the mixing in the energy region slightly above Ex=6400E_x = 6400 keV. The second quartet has been completed thanks to the identification of the second 31^{31}S T=3/2T = 3/2 state, and the IMME is validated in this quartet
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