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Data Driven Computational Mechanics at EXascale

Deliverables

Communication, dissemination and exploitation plan (report)

Communication dissemination and exploitation plan report

System requirements, design and architecture (report)

System requirements design and architecture report

Collaboration plan with definition of common objectives and activities including Milestones (report)

Collaboration plan with definition of common objectives and activities including Milestones Updated versions will be delivered at the end of each reporting period report

DCoMEX codes baseline prototype (report)

DCoMEX codes baseline prototype report

Publications

A computational framework for the indirect estimation of the interface thermal resistance of composite materials using XPINNs,,

Author(s): L. Papadopoulos, S. Bakalakos, S. Nikolopoulos, I. Kalogeris, V. Papadopoulos
Published in: International Journal of Heat and Mass Transfer, Issue 2023, 2023, ISSN 0017-9310
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ijheatmasstransfer.2022.123420

2. Machine learning accelerated transient analysis of stochastic nonlinear structures,

Author(s): S. Nikolopoulos, I. Kalogeris, V. Papadopoulos
Published in: Engineering Structures, Issue 01410296, 2022, ISSN 0141-0296
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.engstruct.2022.114020

Domain decomposition methods for 3D crack propagation problems using XFEM

Author(s): S. Bakalakos, M. Georgioudakis, M. Papadrakakis
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 00457825, 2022, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2022.115390

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