Article (Scientific journals)
Data-Centric Engineering in modern science from the perspective of a statistician, an engineer, and a software developer
LEY, Christophe; TIBOLT, Mike; Fromme, Dirk
2020In Data-Centric Engineering, 1
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Keywords :
Big Data; data science; data security; education; structural engineering; Computational science; Computer science and engineerings; Computing power; Data centric; Data driven; Engineering data; Modern science; Security and monitoring; Software developer; Sound data; Computer Science Applications; Engineering (all); Applied Mathematics; Statistics and Probability; Materials Chemistry; Economics and Econometrics; Media Technology; Forestry
Abstract :
[en] Data-Centric Engineering is an emerging branch of science that certainly will take on a leading role in data-driven research. We live in the Big Data era with huge amounts of available data and unseen computing power, and therefore a crafty combination of Statistics (or, in more modern terms, Data Science), Computer Science and Engineering is required to filter out the most important information, master the ever more difficult challenges of a changing world and open new paths. In this paper, we will highlight some of these aspects from a combined perspective of a statistician, an engineer and a software developer. In particular, we will focus on sound data handling and analysis, computational science in Structural Engineering, data care, security and monitoring, and conclude with an outlook on future developments.
Disciplines :
Mathematics
Engineering, computing & technology: Multidisciplinary, general & others
Author, co-author :
LEY, Christophe  ;  University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Mathematics (DMATH) ; Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium
TIBOLT, Mike ;  University of Luxembourg > Faculty of Science, Technology and Medicine > Department of Engineering ; ArcelorMittal, ArcelorMittal Global RandD, Esch-sur-Alzette, Luxembourg
Fromme, Dirk;  3plusplus GmbH, Sonsbeck, Germany
External co-authors :
yes
Language :
English
Title :
Data-Centric Engineering in modern science from the perspective of a statistician, an engineer, and a software developer
Publication date :
18 June 2020
Journal title :
Data-Centric Engineering
eISSN :
2632-6736
Publisher :
Cambridge University Press
Volume :
1
Peer reviewed :
Peer Reviewed verified by ORBi
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