Comment by fastneutron

We built (internally) an engineering optimization framework on top of Botorch. Bayesian optimization is a great tool to have in the toolbox for mapping a design space and finding the limiting cases with fewer calls to the expensive physics-based solvers. The computational budget often winds up being 5-10x smaller than it would have been using traditional design-of-experiments sampling methods.