18 citations · 18 across the 1 of their papers we have counts for
2 papers
cs.CE2024★ 18 cited
A survey on multi-fidelity surrogates for simulators with functional outputs: unified framework and benchmark
Lucas Brunel, Mathieu Balesdent, Loïc Brevault +2
Multi-fidelity surrogate models combining dimensionality reduction and an intermediate surrogate in the reduced space allow a cost-effective emulation of simulators with functional…
math.OC2021
TREGO: a Trust-Region Framework for Efficient Global Optimization
Youssef Diouane, Victor Picheny, Rodolphe Le Riche +1
Efficient Global Optimization (EGO) is the canonical form of Bayesian optimization that has been successfully applied to solve global optimization of expensive-to-evaluate black-bo…