Objective
The Budapest team can contribute to the collaboration within the Network in three major areas:
(i) The techniques developed over the past years for long-ranged or high dimensional spin glasses Will be generalized to realistic, low dimensional systems and also to related problems like random manifolds. Through the calculation of finite size corrections a connection will be established between analytic theory and numerical simulations, while the study of the chaotic nature of the spin glass phase will try to make contact with ageing experiments and off-equilibrium investigations. (ii) In the field of neural networks we intend to work on quasiphysical modeling of Kohonen's algorithms, carrying out vector quantization in conjunction with some learnable tasks (classification or topological ordering). In addition we start research on the combination of genetic algorithms with neural networks.
(iii) In our studies of the dynamics of driven interfaces we shall concentrate on the critical behaviour of the surfaces in disordered systems at the depinning transition. We plan to investigate the above problem by examining Edwards-Wilkinson and Kardar-parisi-Zhang type stochastic differential equations using numerical methods as well as scaling arguments. Interface evolution equations where disorder is represented by quenched additive noise will be considered. It is expected that quenched noise leads to a number of novel results for the critical exponents and other parameters associated With the transition.
Fields of science (EuroSciVoc)
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Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Topic(s)
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Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Call for proposal
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Funding Scheme
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Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Coordinator
75231 Paris
France
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.