Reduced-Space Multi-Fidelity Bayesian Optimization of Process Simulation Models

Niki Triantafyllou, Andrea Bernardi, Maria M. Papathanasiou

Optimizing industrial process flowsheets is often computationally prohibitive due to the high cost of rigorous simulations and the curse of dimensionality inherent in complex desig…