Multi-fidelity Bayesian Optimization Framework for CFD-Based Non-Premixed Burner Design

Patrick Souza Lima, Paulo Roberto Santana dos Reis, Alex Álisson Bandeira Santos +2

We propose a multi-fidelity Bayesian optimization (MF-BO) framework that integrates computational fluid dynamics (CFD) evaluations with Gaussian-process surrogates to efficiently n…