Machine learning application for magnetohydrodynamic pump research

Abstract

The article is devoted to finding out best machine learning model used for the analysis of magnetohydrodynamic pump. The machine learning model was created on the basis of data obtained as a result of numerical simulation of the unit using COMSOL Multiphysics. The paper compares errors of output data collected by using various machine learning methods for out-of-sample data. © Published under licence by IOP Publishing Ltd.