Project description DEENESFRITPL Inching a step closer to the exascale computing era The EU-funded DComEX project plans to develop numerical methods enhanced by artificial intelligence as well as a scalable software framework that enables exascale computing. A key innovation of DComEX is the development of AI-Solve, a novel scalable library of AI-enhanced algorithms for solving large-scale sparse linear systems, which are fundamental to computational mechanics. Researchers will fuse physics-constrained machine learning with efficient block-iterative methods and incorporate experimental data at multiple levels of fidelity to quantify model uncertainties. Efficient deployment of these methods in exascale supercomputers will offer scientists and engineers unprecedented capabilities for conducting predictive simulations of mechanical systems in applications ranging from bioengineering to manufacturing. Show the project objective Hide the project objective Objective DCoMEX aims to provide unprecedented advances to the field of Computational Mechanics by developing novel numerical methods enhanced by Artificial Intelligence, along with a scalable software framework that enables exascale computing. A key innovation of our project is the development of AI-Solve, a novel scalable library of AI-enhanced algorithms for the solution of large scale sparse linear system that are the core of computational mechanics. Our methods fuse physics-constrained machine learning with efficient block-iterative methods and incorporate experimental data at multiple levels of fidelity to quantify model uncertainties. Efficient deployment of these methods in exascale supercomputers will provide scientists and engineers with unprecedented capabilities for predictive simulations of mechanical systems in applications ranging from bioengineering to manufacturing. DCoMEX exploits the computational power of modern exascale architectures, to provide a robust and user friendly framework that can be adopted in many applications. This framework is comprised of AI-Solve library integrated in two complementary computational mechanics HPC libraries. The first is a general-purpose multiphysics engine and the second a Bayesian uncertainty quantification and optimisation platform. We will demonstrate DCoMEX potential by detailed simulations in two case studies: (i) patient-specific optimization of cancer immunotherapy treatment, and (ii) design of advanced composite materials and structures at multiple scales. We envision that software and methods developed in this project can be further customized and also facilitate developments in critical European industrial sectors like medicine, infrastructure, materials, automotive and aeronautics design. Fields of science natural sciencescomputer and information sciencesartificial intelligencenatural sciencescomputer and information sciencessoftwarenatural sciencescomputer and information sciencescomputational scienceengineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringcomputer hardwaresupercomputersnatural sciencesmathematicsapplied mathematicsnumerical analysis Keywords Data Driven Computational mechanics Exascale Computing Manifold Learning Fault Tolerance Scalability Heterogeneous CPU+GPU computing Bayesian analysis Uncertainty Quantification Programme(s) H2020-EU.2.1.1. - INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT) Main Programme H2020-EU.2.1.1.2. - Next generation computing: Advanced and secure computing systems and technologies, including cloud computing Topic(s) EuroHPC-01-2019 - Extreme scale computing and data driven technologies Call for proposal H2020-JTI-EuroHPC-2019-1 See other projects for this call Funding Scheme RIA - Research and Innovation action Coordinator ETHNICON METSOVION POLYTECHNION Net EU contribution € 465 625,00 Address HEROON POLYTECHNIOU 9 ZOGRAPHOU CAMPUS 157 80 ATHINA Greece See on map Region Αττική Aττική Κεντρικός Τομέας Αθηνών 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 Total cost € 993 750,00 Participants (4) Sort alphabetically Sort by Net EU contribution Expand all Collapse all EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH Switzerland Net EU contribution € 506 250,00 Address Raemistrasse 101 8092 Zuerich See on map Region Schweiz/Suisse/Svizzera Zürich Zürich 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 Total cost € 1 212 500,00 UNIVERSITY OF CYPRUS Cyprus Net EU contribution € 125 000,00 Address AVENUE PANEPISTIMIOU 2109 AGLANTZI 1678 Nicosia See on map Region Κύπρος Κύπρος Κύπρος 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 Total cost € 250 000,00 TECHNISCHE UNIVERSITAET MUENCHEN Germany Net EU contribution € 153 125,00 Address Arcisstrasse 21 80333 Muenchen See on map Region Bayern Oberbayern München, Kreisfreie Stadt 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 Total cost € 306 250,00 NATIONAL INFRASTRUCTURES FOR RESEARCH AND TECHNOLOGY Greece Net EU contribution € 109 375,00 Address LEOFOROS KIFISIAS 7 11523 Athina See on map Region Αττική Aττική Κεντρικός Τομέας Αθηνών 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 Total cost € 218 750,00
