27,095 research outputs found
The Local Compressibility of Liquids near Non-Adsorbing Substrates: A Useful Measure of Solvophobicity and Hydrophobicity?
We investigate the suitability of the local compressibility chi(z) as a
measure of the solvophobicity or hydrophobicity of a substrate. Defining the
local compressibility as the derivative of the local one-body density w.r.t.
the chemical potential at fixed temperature, we use density functional theory
(DFT) to calculate chi(z) for a model fluid, close to bulk liquid-gas
coexistence, at various planar substrates. These range from a `neutral'
substrate with a contact angle of approximately 90 degrees, which favours
neither the liquid nor the gas phase, to a very solvophobic, purely repulsive
substrate which exhibits complete drying (i.e. contact angle 180 degrees). We
find that the maximum in the local compressibility, which occurs within one-two
molecular diameters of the substrate, and the integrated quantity chi_ex (the
surface excess compressibility, defined below) both increase rapidly as the
contact angle increases and the substrate becomes more solvophobic. The local
compressibility provides a more pronounced indicator of solvophobicity than the
density depletion in the vicinity of the surface which increases only weakly
with increasing contact angle. When the fluid is confined in a parallel slit
with two identical solvophobic walls, or with competing solvophobic and
solvophilic walls, chi(z) close to the solvophobic wall is altered little from
that at the single substrate. We connect our results with simulation studies of
water near to hydrophobic surfaces exploring the relationship between chi(z)
and fluctuations in the local density and between chi_ex and the mean-square
fluctuation in the number of adsorbed molecules.Comment: 23 pages, 9 figures, submitted to Journal of Physics: Condensed
Matter as a Special Issue Articl
Evolution of Risk and Political Regimes
The article contributes to the growing literature on intermediate regiimes by presenting a model that incorporates key features of such regimes and generates several of the "stylized facts" that characterize their behavior: their political volatility, cross nationality and over time, and the veriability of their economic performance something that renders their economies among the fastest growing and declining in global samples. Using an instrumental veriables approach, we test the model employing cross-national data.
The ephemeral aesthetic of spontaneous design on the streets of SĂŁo Paulo, Brazil
There are few opportunities when the poor and prosperous can be spoken about with respect to the same, shared cultural experience. And yet, visual culture, and the design process that contributes to its materialisation in specific contexts, offers an opportunity to recognise a socially inclusive activity that reveals similarity rather than difference. This paper celebrates an ephemeral aesthetic that is appreciated by people at different ends of the economic, political and social spectrum. A mutual appreciation for the medium of collage differs only in terms of the environment within which the recycled object is eventually revealed. This paper explores some of these different contexts, and those who recognise and practise this phenomenon in a South American and European context. The conclusion of this speculative and exploratory study is that there is potential to develop this unique medium as an accessible and inclusive visual language, giving voice to those who often do not have the opportunity or the means to speak and be heard. Collage is recognised as a channel that mediates between social exclusion and inclusion when political and economic means have been exhausted. The resulting ephemeral aesthetic is proven to have visual appeal, satisfying low- and high-order human needs.
Keywords:
Bricolage; Ephemeral Aesthetic; Urban Poor; Human Need; Graphic Design</p
Problems and Prospects of Interdisciplinarity: The Case of Philosophy of Science
In this paper, we discuss some problems and prospects of interdisciplinary encounters by focusing on philosophy of science as a case study. After introducing the case, we give an overview about the various ways in which philosophy of science can be interdisciplinary in Section 2. In Section 3, we name some general problems concerning the possible points of interaction between philosophy of science and the sciences studied. In Section 4 we compare the advantages and risks of interdisciplinarity for individual researchers and institutions. In Section 5, we discuss interdisciplinary PhD programs, in particular concerning two main problems: increased workload and the quality of supervision. In the final Section 6, we look at interdisciplinary careers beyond the PhD
Training Echo State Networks with Regularization through Dimensionality Reduction
In this paper we introduce a new framework to train an Echo State Network to
predict real valued time-series. The method consists in projecting the output
of the internal layer of the network on a space with lower dimensionality,
before training the output layer to learn the target task. Notably, we enforce
a regularization constraint that leads to better generalization capabilities.
We evaluate the performances of our approach on several benchmark tests, using
different techniques to train the readout of the network, achieving superior
predictive performance when using the proposed framework. Finally, we provide
an insight on the effectiveness of the implemented mechanics through a
visualization of the trajectory in the phase space and relying on the
methodologies of nonlinear time-series analysis. By applying our method on well
known chaotic systems, we provide evidence that the lower dimensional embedding
retains the dynamical properties of the underlying system better than the
full-dimensional internal states of the network
Factor Prices and Factor Substitution in U.S. Firms' Manufacturing Affiliates Abroad
Using confidential individual firm data from the Bureau of Economic Analysis survey of U.S. firms' manufacturing operations abroad, we investigate the determinants of capital intensity in affiliate operations. Host country labor cost, the scale of host country production, and the capital intensity of the parent firm's production in the United States, are all significant influences. The parent's capital intensity is the strongest and most consistent determinant of affiliate capital intensity. Affiliates that export are more sensitive to these factors in their choice of factor proportions than affiliates that sell only in their host countries.
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