{"id":36,"date":"2018-02-05T14:41:37","date_gmt":"2018-02-05T16:41:37","guid":{"rendered":"http:\/\/www.cemeai.icmc.usp.br\/Reconnect\/?p=36"},"modified":"2020-07-06T12:48:45","modified_gmt":"2020-07-06T15:48:45","slug":"reconnect","status":"publish","type":"post","link":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/reconnect\/","title":{"rendered":"ReconNeCT Project"},"content":{"rendered":"<h4 style=\"text-align: center;\">Join us in the tour to uncover the rules of complex system from data!<\/h4>\n<p style=\"text-align: left;\">We aim at reconstructing the connectivity networks from data and to predict the sudden changes of their behavior. Thereby we will be able to develop strategies to <em><strong>avoid malfunctioning<\/strong>.<\/em><\/p>\n<p>The first step is develop a mathematical theory to describe emergent behavior in complex networks of nonlinear dynamical systems. These complex systems have a wild globally behavior making relevant phenomena such as collective dynamics to take place over finite time scales. As a consequence, these systems cannot be tackled by standard tools. The ReconNeCT Project fills this gap by developing a theory for emergent phenomena in complex networks. This theory opens enormous possibilities such as predicting critical transitions in complex systems and reconstructing the network dynamics from data.<\/p>\n<p>1)\u00a0 For each connectivity level, this theory will provide a low-dimensional description over \ufb01nite time scales. Thereby, it allows for a description of collective phenomena in terms of the network structure.<\/p>\n<p>2) The above objectives provide e\ufb00ect models over connectivity layers. Hence, it o\ufb00ers a way to reverse engineer the problem and obtain a model from data. Consequently, opening the possibility to predict critical transitions from data which would be impossible otherwise.<\/p>\n<p style=\"text-align: left;\">We will apply this theory to neuron networks and smart cities sensor data to predict the critical transitions and to help <em>preventing catastrophes<\/em>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Join us in the tour to uncover the rules of complex system from data and to predict the sudden changes of their behavior.                                                                                                                                                                <\/p>\n","protected":false},"author":1,"featured_media":625,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-36","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-slider"],"_links":{"self":[{"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/posts\/36","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/comments?post=36"}],"version-history":[{"count":56,"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/posts\/36\/revisions"}],"predecessor-version":[{"id":895,"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/posts\/36\/revisions\/895"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/media\/625"}],"wp:attachment":[{"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/media?parent=36"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/categories?post=36"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cemeai.icmc.usp.br\/Reconnect\/wp-json\/wp\/v2\/tags?post=36"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}