Robust design optimization for a nonlinear system via Bayesian neural network enhanced polynomial dimensional decomposition

Hyunho Jang, Dongjin Lee

Uncertainties such as manufacturing tolerances cause performance variations in complex engineering systems, making robust design optimization (RDO) essential. However, simulation-b…