Numerical simulation informed rapid cure process optimization of composite structures using constrained Bayesian optimization

Madhura Limaye, Yezhuo Li, Qiong Zhang, Gang Li, Manufacturing Science Division, Oak Ridge National Laboratory, Oak Ridge, Department of Mechanical Engineering, Clemson University, School of Mathematical and Statistical Sciences, Clemson University

Journal of Composite Materials

Published online on January 02, 2026

Abstract

Journal of Composite Materials, Ahead of Print.
The present study aimed to solve the cure optimization problem of laminated composites through a statistical approach. The approach consisted of using constrained Bayesian Optimization (cBO) along with a Gaussian process model as a surrogate to rapidly ...