3,040 research outputs found
Assessing the impact of reading for blind and partially sighted adults
RNIB (Royal National Institute of Blind People) has amassed a body of qualitative evidence on the value and impact of reading for blind and partially sighted people, but this was lacking in quantitative support, and could not be compared with the developing evidence base relating to the impact of reading on the wider population. RNIB commissioned LISU and The Reading Agency to undertake independent research to address these issues, the key findings of which are outlined in this report
Sequential noise-induced escapes for oscillatory network dynamics
It is well known that the addition of noise in a multistable system can
induce random transitions between stable states. The rate of transition can be
characterised in terms of the noise-free system's dynamics and the added noise:
for potential systems in the presence of asymptotically low noise the
well-known Kramers' escape time gives an expression for the mean escape time.
This paper examines some general properties and examples of transitions between
local steady and oscillatory attractors within networks: the transition rates
at each node may be affected by the dynamics at other nodes. We use first
passage time theory to explain some properties of scalings noted in the
literature for an idealised model of initiation of epileptic seizures in small
systems of coupled bistable systems with both steady and oscillatory
attractors. We focus on the case of sequential escapes where a steady attractor
is only marginally stable but all nodes start in this state. As the nodes
escape to the oscillatory regime, we assume that the transitions back are very
infrequent in comparison. We quantify and characterise the resulting sequences
of noise-induced escapes. For weak enough coupling we show that a master
equation approach gives a good quantitative understanding of sequential
escapes, but for strong coupling this description breaks down
Sequential escapes: onset of slow domino regime via a saddle connection
We explore sequential escape behaviour of coupled bistable systems under the
influence of stochastic perturbations. We consider transient escapes from a
marginally stable "quiescent" equilibrium to a more stable "active"
equilibrium. The presence of coupling introduces dependence between the escape
processes: for diffusive coupling there is a strongly coupled limit (fast
domino regime) where the escapes are strongly synchronised while for
intermediate coupling (slow domino regime) without partially escaped stable
states, there is still a delayed effect. These regimes can be associated with
bifurcations of equilibria in the low-noise limit. In this paper we consider a
localized form of non-diffusive (i.e pulse-like) coupling and find similar
changes in the distribution of escape times with coupling strength. However we
find transition to a slow domino regime that is not associated with any
bifurcations of equilibria. We show that this transition can be understood as a
codimension-one saddle connection bifurcation for the low-noise limit. At
transition, the most likely escape path from one attractor hits the escape
saddle from the basin of another partially escaped attractor. After this
bifurcation we find increasing coefficient of variation of the subsequent
escape times
Readiness to meet demand for skills: a study of five growth industries
Overview: This study considers issues pertinent to ensuring the Australian education and training system can respond to emerging skills demand in the following industries: food and agriculture; biotechnology and pharmaceuticals; advanced manufacturing; mining equipment, technology and services; and oil and gas. The report finds a widening gap between education and skills demand and highlights the crucial role of employees in developing a skilled workforce, as well as calling for a shift in thinking about the way skills are generated
Fast and slow domino regimes in transient network dynamics
It is well known that the addition of noise to a multistable dynamical system
can induce random transitions from one stable state to another. For low noise,
the times between transitions have an exponential tail and Kramers' formula
gives an expression for the mean escape time in the asymptotic limit. If a
number of multistable systems are coupled into a network structure, a
transition at one site may change the transition properties at other sites. We
study the case of escape from a "quiescent" attractor to an "active" attractor
in which transitions back can be ignored. There are qualitatively different
regimes of transition, depending on coupling strength. For small coupling
strengths the transition rates are simply modified but the transitions remain
stochastic. For large coupling strengths transitions happen approximately in
synchrony - we call this a "fast domino" regime. There is also an intermediate
coupling regime some transitions happen inexorably but with a delay that may be
arbitrarily long - we call this a "slow domino" regime. We characterise these
regimes in the low noise limit in terms of bifurcations of the potential
landscape of a coupled system. We demonstrate the effect of the coupling on the
distribution of timings and (in general) the sequences of escapes of the
system.Comment: 3 figure
On the role of H2 to modify surface NOx species over Ag-Al2O3 as lean NOx reduction catalyst: TPD and DRIFTS studies
Formation and stability of surface NOx species related to the promotional effect of H2 over Ag–Al2O3 as NOx reduction catalyst were investigated with temperature-programmed desorption and DRIFT spectroscopy. Formation of two groups of surface NOx species was found: a less thermally stable group of “low temperature (LT) species” and a more thermally stable group of “high temperature (HT) species”. The LT NOx was attributable to the decomposition of surface NOx species formed on the active sites where its elimination by addition of H2 or thermal decomposition correlated with higher NO oxidation and NOx reduction conversion. Under reaction conditions, these possibly inhibiting LT NOx species were stable up to about 300 °C and their formation depended on donation of oxygen from surface oxides. Removal of LT nitrate species by H2 accounted for only a fraction of the increased NO oxidation and NOx reduction conversion by co-feeding H2. Furthermore, it was also found that H2 facilitates formation of HT NOx that primarily corresponded to the decomposition of spectator species on the Al2O3 support identified as monodentate nitrate species. From TPD studies of C3H6-SCR, it was shown that H2 not only eliminated LT NOx but also promoted formation of greater quantities of adsorbed hydrocarbons
Finding first foliation tangencies in the Lorenz system
This is the final version of the article. Available from SIAM via the DOI in this record.Classical studies of chaos in the well-known Lorenz system are based on reduction to the
one-dimensional Lorenz map, which captures the full behavior of the dynamics of the chaotic
Lorenz attractor. This reduction requires that the stable and unstable foliations on a particular
Poincar e section are transverse locally near the chaotic Lorenz attractor. We study when this
so-called foliation condition fails for the rst time and the classic Lorenz attractor becomes
a quasi-attractor. This transition is characterized by the creation of tangencies between the
stable and unstable foliations and the appearance of hooked horseshoes in the Poincar e return
map. We consider how the three-dimensional phase space is organized by the global invariant
manifolds of saddle equilibria and saddle periodic orbits | before and after the loss of the
foliation condition. We compute these global objects as families of orbit segments, which are
found by setting up a suitable two-point boundary value problem (BVP). We then formulate a
multi-segment BVP to nd the rst tangency between the stable foliation and the intersection
curves in the Poincar e section of the two-dimensional unstable manifold of a periodic orbit.
It is a distinct advantage of our BVP set-up that we are able to detect and readily continue
the locus of rst foliation tangency in any plane of two parameters as part of the overall
bifurcation diagram. Our computations show that the region of existence of the classic Lorenz
attractor is bounded in each parameter plane. It forms a slanted (unbounded) cone in the
three-parameter space with a curve of terminal-point or T-point bifurcations on the locus of
rst foliation tangency; we identify the tip of this cone as a codimension-three T-point-Hopf
bifurcation point, where the curve of T-point bifurcations meets a surface of Hopf bifurcation.
Moreover, we are able to nd other rst foliation tangencies for larger values of the parameters
that are associated with additional T-point bifurcations: each tangency adds an extra twist to
the central region of the quasi-attractor
Transitioning from a Conventional to a ‘Mega’ Journal: A Bibliometric Case Study of the Journal Medicine
Open-Access Mega-Journals (OAMJs) are a relatively new and increasingly important
publishing phenomenon. The journal Medicine is in the unique position of having transitioned in
2014 from being a ‘traditional’ highly-selective journal to the OAMJ model. This study compares
the bibliometric profile of the journal Medicine before and after its transition to the OAMJ model.
Three standard modes of bibliometric analysis are employed, based on data from Web of Science:
journal output volume, author characteristics, and citation analysis. The journal’s article output is
seen to have grown hugely since its conversion to an OAMJ, a rise driven in large part by authors
from China. Articles published since 2015 have fewer citations, and are cited by lower impact
journals than articles published before the OAMJ transition. The adoption of the OAMJ model has
completely changed the bibliometric profile of the journal, raising questions about the impact of
OAMJ peer-review practices. In many respects, the post-2014 version of Medicine is best viewed as a
new journal rather than a continuation of the original title
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