Search Results for author: Joseph O'Connor

Found 1 papers, 1 papers with code

Investigating Bayesian optimization for expensive-to-evaluate black box functions: Application in fluid dynamics

1 code implementation19 Jul 2022 Mike Diessner, Joseph O'Connor, Andrew Wynn, Sylvain Laizet, Yu Guan, Kevin Wilson, Richard D. Whalley

To illustrate how these findings can be used to inform a Bayesian optimization setup tailored to a specific problem, two simulations in the area of computational fluid dynamics are optimized, giving evidence that suitable solutions can be found in a small number of evaluations of the objective function for complex, real problems.

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