56 citations · 58 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 2 cited
NUBO: A Transparent Python Package for Bayesian Optimization
Mike Diessner, Kevin J. Wilson, Richard D. Whalley
NUBO, short for Newcastle University Bayesian Optimisation, is a Bayesian optimization framework for the optimization of expensive-to-evaluate black-box functions, such as physical…
cs.LG2022★ 56 cited
Investigating Bayesian optimization for expensive-to-evaluate black box functions: Application in fluid dynamics
Mike Diessner, Joseph O'Connor, Andrew Wynn +4
Bayesian optimization provides an effective method to optimize expensive-to-evaluate black box functions. It has been widely applied to problems in many fields, including notably i…