Objective Machine learning (ML) systems continue to revolutionize many aspects of daily life, but despite their immense potential have yet to impact significantly in polymer science. One major issue that is hindering the more widespread use of machine learning in polymer science, and many other physical sciences, lies in the challenges in amassing sufficient data to efficiently train machine learning models. This in itself is not necessarily a problem, and is an issue frequently encountered in the machine learning field, but can only be resolved by a thorough understanding of the science behind the problem of interest. CINEMA aims to providing a training platform that will allow the next generation of polymer scientists to take polymer science into the 21st century through incorporating the fundamental knowledge gained over many years of research into the training of machine learning systems. Such a knowledge-driven machine learning approach puts the scientific issues of CINEMA at the forefront of the use of machine learning in fundamental scientific problems, and also provides the perfect training platform for the next generation of scientists, for whom the use of AI will be an invaluable tool. Fields of science natural scienceschemical sciencespolymer scienceshumanitiesartsmodern and contemporary artcinematographynatural sciencescomputer and information sciencesartificial intelligencemachine learningnatural sciencesphysical sciences Keywords CINEMA Programme(s) HORIZON.1.2 - Marie Skłodowska-Curie Actions (MSCA) Main Programme Topic(s) HORIZON-MSCA-2021-DN-01-01 - MSCA Doctoral Networks 2021 Call for proposal HORIZON-MSCA-2021-DN-01 See other projects for this call Funding Scheme HORIZON-TMA-MSCA-DN - HORIZON TMA MSCA Doctoral Networks Coordinator UNIVERSIDAD DEL PAIS VASCO/ EUSKAL HERRIKO UNIBERTSITATEA Net EU contribution € 503 942,40 Address Barrio sarriena s n 48940 Leioa Spain See on map Region Noreste País Vasco Bizkaia 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 EU contribution No data Participants (3) Sort alphabetically Sort by Net EU contribution Expand all Collapse all UNIVERSITEIT GENT Belgium Net EU contribution € 525 240,00 Address Sint pietersnieuwstraat 25 9000 Gent See on map Region Vlaams Gewest Prov. Oost-Vlaanderen Arr. Gent 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 EU contribution No data BCAM - BASQUE CENTER FOR APPLIED MATHEMATICS Spain Net EU contribution € 251 971,20 Address Al mazarredo 14 48009 Bilbao See on map Region Noreste País Vasco Bizkaia Activity type Research Organisations 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 EU contribution No data RHEINISCH-WESTFAELISCHE TECHNISCHE HOCHSCHULE AACHEN Germany Net EU contribution € 781 617,60 Address Templergraben 55 52062 Aachen See on map Region Nordrhein-Westfalen Köln Städteregion Aachen 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 EU contribution No data Partners (5) Sort alphabetically Sort by Net EU contribution Expand all Collapse all ARKEMA FRANCE SA France Net EU contribution € 0,00 Address Rue estienne d orves 92700 Colombes See on map Region Ile-de-France Ile-de-France Hauts-de-Seine 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 No data BASF SE Germany Net EU contribution € 0,00 Address Carl bosch strasse 38 67063 Ludwigshafen am rhein See on map Region Rheinland-Pfalz Rheinhessen-Pfalz Ludwigshafen am Rhein, Kreisfreie Stadt 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 No data Synthomer Deutschland GmbH Germany Net EU contribution € 0,00 Address Werrastraße 10 45768 Marl See on map Region Nordrhein-Westfalen Münster Recklinghausen 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 No data COVESTRO (NETHERLANDS) BV Netherlands Net EU contribution € 0,00 Address Urmonderbaan 22 6167RD Geleen See on map Region Zuid-Nederland Limburg (NL) Zuid-Limburg 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 THE CHANCELLOR MASTERS AND SCHOLARS OF THE UNIVERSITY OF CAMBRIDGE United Kingdom Net EU contribution € 0,00 Address Trinity lane the old schools CB2 1TN Cambridge See on map Region East of England East Anglia Cambridgeshire CC 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 No data