14,311 research outputs found
Crossover Behaviour of 3-Species Systems with Mutations or Migrations
We study the ABC model in the cyclic competition and neutral drift versions,
with mutations and migrations introduced into the model. When stochastic
phenomena are taken into account, there are three distinct regimes in the
model. (i) In the "fixation" regime, the first extinction time scales with the
system size N and has an exponential distribution, with an exponent that
depends on the mutation/migration probability per particle. (ii) In the
"diversity" regime, the order parameter remains nonzero for very long times,
and becomes zero only rarely, almost never for large system sizes. (iii) In the
critical regime, the first extinction time has a power-law distribution with
exponent -1. The transition corresponds to a crossover from diffusive behaviour
to Gaussian fluctuations about a stable solution. The analytical results are
checked against computer simulations of the model.Comment: 2nd version revised and refereed 14 pages, 5 figure
Event Prediction and Object Motion Estimation in the Development of Visual Attention
A model of gaze control is describes that includes mechanisms for predictive control using a forward model and event driven expectations of target behavior. The model roughly undergoes stages similar to those of human infants if the influence of the predictive systems is gradually increased
Review on Multi-Scale Models of Solid-Electrolyte Interphase Formation
Electrolyte reduction products form the solid-electrolyte interphase (SEI) on
negative electrodes of lithium-ion batteries. Even though this process
practically stabilizes the electrode-electrolyte interface, it results in
continued capacity-fade limiting lifetime and safety of lithium-ion batteries.
Recent atomistic and continuum theories give new insights into the growth of
structures and the transport of ions in the SEI. The diffusion of neutral
radicals has emerged as a prominent candidate for the long-term growth
mechanism, because it predicts the observed potential dependence of SEI growth.Comment: 8 pages, 4 figure
Preliminary Experiments using Subjective Logic for the Polyrepresentation of Information Needs
According to the principle of polyrepresentation, retrieval accuracy may
improve through the combination of multiple and diverse information object
representations about e.g. the context of the user, the information sought, or
the retrieval system. Recently, the principle of polyrepresentation was
mathematically expressed using subjective logic, where the potential
suitability of each representation for improving retrieval performance was
formalised through degrees of belief and uncertainty. No experimental evidence
or practical application has so far validated this model. We extend the work of
Lioma et al. (2010), by providing a practical application and analysis of the
model. We show how to map the abstract notions of belief and uncertainty to
real-life evidence drawn from a retrieval dataset. We also show how to estimate
two different types of polyrepresentation assuming either (a) independence or
(b) dependence between the information objects that are combined. We focus on
the polyrepresentation of different types of context relating to user
information needs (i.e. work task, user background knowledge, ideal answer) and
show that the subjective logic model can predict their optimal combination
prior and independently to the retrieval process
Finite temperature properties of the two-dimensional SU(2) Kondo-necklace
We analyse several thermodynamic properties of the two-dimensional Kondo
necklace using finite-temperature stochastic series expansion. In agreement
with previous zero-temperature findings the model is shown to exhibit a quantum
critical point (QCP), separating an antiferromagnetic from a paramagnetic
dimerized state at a critical Kondo exchange-coupling strength . We evaluate the temperature dependent uniform and staggered structure
factors as well as the uniform and staggered susceptibilities and the local
'impurity' susceptibility close to the QCP as well as in the ordered and
quantum disordered phase. The crossover between the classical, renormalized
classical, and quantum critical regime is analyzed as a function of temperature
and Kondo coupling.Comment: 4.2 pages, 6 figure
Preliminary study of technical terminology for the retrieval of scientific book metadata records
Books only represented by brief metadata (book records) are particularly hard to retrieve. One way of improving their retrieval is by extracting retrieval enhancing features from them. This work focusses on scientific (physics) book records. We ask if their technical terminology can be used as a retrieval enhancing feature. A study of 18,443 book records shows a strong correlation between their technical terminology and their likelihood of relevance. Using this finding for retrieval yields >+5% precision and recall gains
Knowledge integration in information systems education through an (inter)active platform of analysis and modelling case studies..
In this paper we discuss how knowledge integration through-out system analysis, modelling and development courses can be stimulated by giving an overview of our MIRO-project at K.U.Leuven. This includes offering an online knowledge base of all-embracing case studies, structured according to the Zachman framework. Supported by collaborative groupware, students not only get the opportunity to consult and compare solutions for the case studies, but also actively discuss and contribute to alternative solutions. In this Problem Based Learning (PBL)-context, students are able to influence and understand the development of a certain process through interactive computerized animations and demos.cooperative information systems; information systems education; implementing collaborative groupware; digital libraries; knowledge integration;
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