Solving fluid flow problems using semi-supervised symbolic regression on sparse data

The twenty first century is the century of data. Machine learning data and driven methods start to lead the way in many fields. In this contribution, we will show how symbolic regression machine learning methods, based on genetic programming, can be used to solve fluid flow problems. In particular,...

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Bibliographic Details
Main Authors: Yousef M. F. El Hasadi, Johan T. Padding
Format: Article
Language:English
Published: AIP Publishing LLC 2019-11-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/1.5116183