Application of machine learning procedures for mechanical system modelling: capabilities and caveats to prediction-accuracy
Abstract This article presents an investigation about prediction accuracy of multi-parametric models derived from numerical data. Three different mechanical test-cases are used for the generation of the numerical data. From this data, models are derived for the prediction of characteristic variation...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
SpringerOpen
2020-06-01
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Series: | Advanced Modeling and Simulation in Engineering Sciences |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s40323-020-00163-4 |