Wheel Impact Test by Deep Learning: Prediction of Location and Magnitude of Maximum Stress. (arXiv:2210.01126v1 [cs.LG])

The impact performance of the wheel during wheel development must be ensured
through a wheel impact test for vehicle safety. However, manufacturing and
testing a real wheel take a significant amount of time and money because
developing an optimal wheel design requires numerous iterative processes of
modifying the wheel design and verifying the safety performance. Accordingly,
the actual wheel impact test has been replaced by computer simulations, such as
Finite Element Analysis (FEA), but it still requires high computational costs …

arxiv deep learning impact location prediction stress test