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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Conference object . 2021
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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Conference object . 2021
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Assessing Causality with Conditional Recurrence Plots

Authors: Peluso E; Craciunescu T; Murari A; Gelfusa M;

Assessing Causality with Conditional Recurrence Plots

Abstract

In many fields of the natural sciences, from biology to physics, information tools are acquiring more and more importance. For the analysis of information transfer between time series in particular, the use of the transfer entropy is spreading. A typical application is synchronization experiments, which involve coupled quantities, a "target" and a "source", with quasi-periodic behaviours. On the other hand, in complex systems very rarely a couple of quantities can be really considered fully isolated and immune from other influences. It is therefore important to consider not only the relative influence of their past, but also the possible influence of additional factors. In order to tackle this problem, an advanced application of the recurrence plots, called Conditional Recurrence plots, has been developed. The innovative technique is corroborated by the application of the conditional transfer entropy. Preliminary results from experimental data of sawteeth pacing with radio frequency and ELMs pacing with Pellets in thermonuclear plasmas are very encouraging. Being quasi periodic, sawteeth occurs naturally and, especially in H-mode plasmas, the effectiveness of the pacing with RFF can be difficult to establish. ELMs also can occur naturally, without being triggered by an injected pellet. The proposed data analysis procedure is aimed at better isolating the effects of the external perturbations, like natural sawteeth or ELMs, providing both a more accurate quantification of the pacing efficiency and a deeper insight of the physical processes involved, thanks to a better understanding of the relevant causal relations.

Country
Italy
Keywords

Recurrence Plots, Conditional Recurrence Plots, Nuclear Fusion, Plasma Physics, Conditional Transfer Entropy, Nonlinear dynamic, Synchronization

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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