Al-DeMat: A web-based expert system platform for computationally expensive models in materials design

We present a web-based framework based on the R shiny package with functional back-end server in machine learning methods. A 4-tiers architecture is programmed to achieve users’ interactive design and visualization via a web browser. Many data-driven methods are integrated into this framework, namel...

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Bibliographic Details
Published in:	Advances in engineering software (1992) Vol. 176; p. 103398
Main Authors:	Liu, Bokai, Vu-Bac, Nam, Zhuang, Xiaoying, Lu, Weizhuo, Fu, Xiaolong, Rabczuk, Timon
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.02.2023
Subjects:	Computer Science data science Data-driven modeling datalogi Decision support systems (DSS) hållfasthetslära Machine learning Materials Science materialvetenskap R shiny Solid Mechanics Web-based platform Data-driven modeling Web-based platform Decision support systems (DSS) R shiny Machine learning
ISSN:	0965-9978, 1873-5339
Online Access:	Get full text
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