Distilling middle-age cement hydration kinetics from observed data using phased hybrid evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F16%3A86099380" target="_blank" >RIV/61989100:27240/16:86099380 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/article/10.1007%2Fs00500-015-1723-4" target="_blank" >https://link.springer.com/article/10.1007%2Fs00500-015-1723-4</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s00500-015-1723-4" target="_blank" >10.1007/s00500-015-1723-4</a>
Alternative languages
Result language
angličtina
Original language name
Distilling middle-age cement hydration kinetics from observed data using phased hybrid evolution
Original language description
The hydration of cement is of great importance to the formation of the microstructure and development of strength. However, the complex nature of cement hydration results in that the existing manually derived model from some assumptions that are made to simplify the problem and make it mathematically and computationally tractable is not satisfactory in comparison with experimental results. In this paper, the middle-age hydration kinetics is distilled from observed data reversely using phased hybrid evolution method. The task that distils the hydration kinetics is divided into two phases and combines different algorithms. Furthermore, some strategies are also adopted for enhancement. To solve the problem of high time complexity, the searching process is accelerated by graphics processing units in parallel. The middle-age cement hydration kinetics model is distilled successfully from observed data. Studies show that the simulation result is close to the same with experimental results according to the distilled kinetics. (C) 2015, Springer-Verlag Berlin Heidelberg.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Soft computing
ISSN
1432-7643
e-ISSN
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Volume of the periodical
9
Issue of the periodical within the volume
20
Country of publishing house
US - UNITED STATES
Number of pages
20
Pages from-to
3637-3656
UT code for WoS article
000381998000026
EID of the result in the Scopus database
2-s2.0-84929692100