86197 20200609132537.0 doi 10.1007/s11831-018-9301-4 sideral 109564 ART-2018-109564 eng Chinesta, F. Virtual, Digital and Hybrid Twins: A New Paradigm in Data-Based Engineering and Engineered Data 2018 Access copy available to the general public Unrestricted Engineering is evolving in the same way than society is doing. Nowadays, data is acquiring a prominence never imagined. In the past, in the domain of materials, processes and structures, testing machines allowed extract data that served in turn to calibrate state-of-the-art models. Some calibration procedures were even integrated within these testing machines. Thus, once the model had been calibrated, computer simulation takes place. However, data can offer much more than a simple state-of-the-art model calibration, and not only from its simple statistical analysis, but from the modeling and simulation viewpoints. This gives rise to the the family of so-called twins: the virtual, the digital and the hybrid twins. Moreover, as discussed in the present paper, not only data serve to enrich physically-based models. These could allow us to perform a tremendous leap forward, by replacing big-data-based habits by the incipient smart-data paradigm. info:eu-repo/grantAgreement/ES/DGA/T24-17R info:eu-repo/grantAgreement/ES/MINECO/DPI2015-72365-EXP info:eu-repo/grantAgreement/ES/MINECO/DPI2017-85139-C2-1-R info:eu-repo/semantics/openAccess All rights reserved http://www.europeana.eu/rights/rr-f/ 7.242 2018 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS 5 / 106 = 0.047 2018 Q1 T1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS 1 / 105 = 0.01 2018 Q1 T1 ENGINEERING, MULTIDISCIPLINARY 2 / 88 = 0.023 2018 Q1 T1 1.978 2018 Computer Science Applications 2018 Q1 Applied Mathematics 2018 Q1 info:eu-repo/semantics/article info:eu-repo/semantics/acceptedVersion (orcid)0000-0003-1017-4381 Cueto, E. Universidad de Zaragoza Abisset-Chavanne, E. Duval, J.L. Khaldi, F.E. 5004 605 Universidad de Zaragoza Dpto. Ingeniería Mecánica Área Mec.Med.Cont. y Teor.Est. 27 (2018), 105–134 Arch. comput. methods eng. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING 1134-3060 625314 http://zaguan.unizar.es/record/86197/files/texto_completo.pdf Postprint 51636 http://zaguan.unizar.es/record/86197/files/texto_completo.jpg?subformat=icon icon Postprint oai:zaguan.unizar.es:86197 articulos driver 2020-06-09-13:23:43 ARTICLE