Fig. 4: Maximum transformation temperature found using physics-informed and black-box BO.

The results are averaged over 50 replication of simulations, showing the mean and 95% confidence intervals. Each simulation ran for 30 iterations. About 15–-20 iterations are sufficient for physics-informed BO to reach the maximum.