Machine learning based root stress calculation model for gears with progressive curved path of contact

<p><em>A machine learning based model for calculation of root stress in gears with a progressive curved path of contact is proposed. The prediction model is used as a surrogate model to the finite element analysis simulations, from which the data was collected.&nbsp;The results of the validation of all the methods are presented. Further validation was done with new simulations.</em></p>