Francesco Di Fiore

Active Learning and Bayesian Optimization: A Unified Perspective to Learn with a Goal

2024 · Archives of Computational Methods in Engineering

Abstract Science and Engineering applications are typically associated with expensive optimization problem to identify optimal design solutions and states of the system of interest. Bayesian optimization and active learning compute surrogate models through efficient adaptive …