Objective Many natural and artificial systems are often composed of oscillatory elements which, besides evolving according to their own non-trivial internal dynamics, mutually interact. As a result, many temporal and spatial scales are typically present, often accompanied by the spontaneous emergence of collective properties. Altogether, such features make the task of understanding the resulting evolution a challenging interdisciplinary problem. Zero-knowledge methods do generally require too large amount of data to allow drawing meaningful conclusions. In order to overcome this limitation, it is necessary to add skilful hypotheses about the structure of the underlying model and, thereby, on the relevant variables. This task is often tackled in an ad hoc way and the approach is based rather on personal preferences than on objective elements. The goal of this project is to fill the gap, by developing a general and coherent set of tools for the system identification and control, as well as to improve our ability to make predictions. The task will be pursued by combining top-down with bottom-up approaches which will be used to identify the most appropriate variables. Such analysis will be integrated by performing suitable case studies and mutually validating the various techniques to test the correctness of the underlying assumptions (both in the context of theoretical models as well as in experimental time series, such as physiological and neural data). A user-friendly software package will be ultimately developed to make the methods accessible to a broad set of potential users, including those with minimal theoretical competences. Furthermore, we will train a new generation of scientists able to implement a broad range of interdisciplinary approaches to the multivariate time signals that may be generated by the evolution of complex systems. Fields of science natural sciencescomputer and information sciencesdata sciencenatural sciencescomputer and information sciencessoftware Keywords complex systems data analysis nonlinear dynamics oscillations networks synchronization collective dynamics Programme(s) H2020-EU.1.3. - EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions Main Programme H2020-EU.1.3.1. - Fostering new skills by means of excellent initial training of researchers Topic(s) MSCA-ITN-2014-EJD - Marie Skłodowska-Curie Innovative Training Networks (ITN-EJD) Call for proposal H2020-MSCA-ITN-2014 See other projects for this call Funding Scheme MSCA-ITN - Marie Skłodowska-Curie Innovative Training Networks (ITN) Coordinator UNIVERSITAET POTSDAM Net EU contribution € 533 046,36 Address Am neuen palais 10 14469 Potsdam Germany See on map Region Brandenburg Brandenburg Potsdam Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Participants (7) Sort alphabetically Sort by Net EU contribution Expand all Collapse all UNIVERSITY OF ABERDEEN United Kingdom Net EU contribution € 819 863,64 Address King's college regent walk AB24 3FX Aberdeen See on map Region Scotland North Eastern Scotland Aberdeen City and Aberdeenshire Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 UNIVERSITY OF LANCASTER United Kingdom Net EU contribution € 546 575,76 Address Bailrigg LA1 4YW Lancaster See on map Region North West (England) Lancashire Lancaster and Wyre Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 UNIVERSITA DEGLI STUDI DI FIRENZE Italy Net EU contribution € 516 122,64 Address Piazza san marco 4 50121 Florence See on map Region Centro (IT) Toscana Firenze Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 UNIVERSIDAD POMPEU FABRA Spain Net EU contribution € 495 745,92 Address Placa de la merce, 10-12 08002 Barcelona See on map Region Este Cataluña Barcelona Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 STICHTING VU Netherlands Net EU contribution € 510 748,56 Address De boelelaan 1105 1081 HV Amsterdam See on map Region West-Nederland Noord-Holland Groot-Amsterdam Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 FAKULTETA ZA INFORMACIJSKE STUDIJE V NOVEM MESTU Slovenia Net EU contribution € 234 997,56 Address Ljubljanska cesta 31a 8000 Novo mesto See on map Region Slovenija Vzhodna Slovenija Jugovzhodna Slovenija Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 MEDIZINISCHE UNIVERSITAT GRAZ Austria Net EU contribution € 220 387,68 Address Neue stiftingtalstrasse 6 8010 Graz See on map Region Südösterreich Steiermark Graz Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partners (8) Sort alphabetically Sort by Net EU contribution Expand all Collapse all Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. UNIVERSIDAD DE CANTABRIA Spain Net EU contribution € 0,00 Address Avenida de los castros s/n 39005 Santander See on map Region Noroeste Cantabria Cantabria Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. AMBROSYS GMBH GESELLSCHAFT FUR MANAGEMENT KOMPLEXER SYSTEME Germany Net EU contribution € 0,00 Address Reiterweg 3 14469 Potsdam See on map Region Brandenburg Brandenburg Potsdam Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. Human Research Institut für Gesundheitstechnologie und Präventionsforschung GmbH Austria Net EU contribution € 0,00 Address Franz pichler straße 30 8160 Weiz See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Südösterreich Steiermark Oststeiermark Activity type Other Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. INSTITUT ZA METAGENOMIKO IN MIKROBNE TEHNOLOGIJE DOO Slovenia Net EU contribution € 0,00 Address Clevelandska ulica 19 1000 Ljubljana See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Slovenija Zahodna Slovenija Osrednjeslovenska Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. Joysys GmbH Austria Net EU contribution € 0,00 Address Franz pichler-straße 30 8160 Weiz See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Südösterreich Steiermark Oststeiermark Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. TauRx Pharmaceuticals Ltd. Singapore Net EU contribution € 0,00 Address "3 shenton way #21-04 shenton house, singapore 068805" Singapore See on map Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. DI.V.A.L. TOSCANA SRL Italy Net EU contribution € 0,00 Address Via madonna del piano 6 50019 Sesto fiorentino fi See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Centro (IT) Toscana Firenze Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. Cybula Ltd. United Kingdom Net EU contribution € 0,00 Address See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Scotland North Eastern Scotland Aberdeen City and Aberdeenshire Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00