Understanding the effect of hyperparameter optimization on machine learning models for structure design problems

Xianping Du, Hongyi Xu, Feng Zhu

To relieve the computational cost of design evaluations using expensive finite element simulations, surrogate models have been widely applied in computer-aided engineering design.…