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francesca colaiori


francesca.colaiori@roma1.infn.it

Journal articles

2008
2007
2006
2005
2004
2003
2002
2001
2000
1999
1997
1996

Conference papers

2005
V D P Servedio, F Colaiori, A Capocci, G Caldarelli (2005)  Community structure from spectral properties in complex networks   In: SCIENCE OF COMPLEX NETWORKS : From Biology to the Internet and WWW: CNET 2004 Edited by:Jose F F Mendes, S N Dorogovtsev, A Povolotsky, F V Abreu, J G Oliveira. 277-286 Aveiro (Portugal): AIP  
Abstract: Weanalyze the spectral properties of complex networks focusing on theirrelation to the community structure, and develop an algorithm basedon correlations among components of different eigenvectors. The algorithm appliesto general weighted networks, and, in a suitably modified version,to the case of directed networks. Our method allows tocorrectly detect communities in sharply partitioned graphs, however it isuseful to the analysis of more complex networks, without awell defined cluster structure, as social and information networks. Asan example, we test the algorithm on a large scaledata-set from a psychological experiment of free word association, whereit proves to be successful both in clustering words, andin uncovering mental association patterns. ©2005 American Institute of Physics
Notes:
2004
Gianfranco Durin, Claudio Castellano, Francesca Colaiori, Stefano Zapperi (2004)  Time asymmetry of magnetic noise   In: Proc. SPIE 5469: Fluctuations and Noise in Materials, Edited by:Dragana Popovic, Michael B Weissman, Zoltan A Racz. 4-12 Maspalomas Gran Canaria Island, Spain: SPIE  
Abstract: Weexperimentally investigate the average shapes of magnetization avalanches with thegoal to understand the origin of their time asymmetry. Weperformed measurements on amorphous and polycrystalline magnetic materials, showing thatthe asymmetry can depend on several parameters, such as theapplied field rate, and the duration and size of theavalanche itself. We suggest, as a possible explanation, to investigatethe effect of the eddy currents on the measured signal. ©2004 COPYRIGHT SPIE–The International Society for Optical Engineering. Downloading of the abstract is permitted for personal use only.
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2003
Gianfranco Durin, Francesca Colaiori, Stefano Zapperi (2003)  Universality and scaling in the Barkhausen noise   In: Proceedings of SPIE 5112: Fluctuation and noise 2003: Noise as a tool for studying Materials Edited by:M. B. Weissman, N. E. Israeloff, A. S. Kogan. 307 SPIE--The International Society for Optical Engineering  
Abstract: Since its discovery by Barkhausen in 1919, the jerky motion of domain walls in bulk soft magnetic materials has represented a unique tool to study the microscopical processes responsible for the magnetic hysteresis. For long time, the description of this complex motion has been purely phenomenological, without any precise connection with the magnetization processes involved or the material microstructure. In the last years, using different approaches proper of mechanical statistics, new microscopical models has been introduced, offering the possibility to link the observed statistical properties of the noise to some material parameters. In particular, the Barkhausen jumps are found to exhibit universal properties, with the size and duration distributions showing extended scaling regions. Moreover, the properties of the noise of different materials can be grouped into two universality classes, depending only on the strength of long range interactions. We review all these aspects and peculiarities of the recent studies, with a particular emphasis of the still existing differences between the available experimental data and the theoretical predictions. We also show how this approach is useful to investigate the general properties of magnetic hysteresis, and the dynamics of domain walls in thin films, an important technological open problem strongly debated in the recent literature.
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1996
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