Investigating Bayesian optimization for expensive-to-evaluate black box functions: Application in fluid dynamics M Diessner, J O'Connor, A Wynn, S Laizet, Y Guan, K Wilson, RD Whalley Frontiers in Applied Mathematics and Statistics 8, 2022 | 11 | 2022 |
Optimisation and Analysis of Streamwise-Varying Wall-Normal Blowing in a Turbulent Boundary Layer J O’Connor, M Diessner, K Wilson, RD Whalley, A Wynn, S Laizet Flow, Turbulence and Combustion, 2023 | 7 | 2023 |
NUBO: A Transparent Python Package for Bayesian Optimisation M Diessner, K Wilson, RD Whalley arXiv preprint arXiv:2305.06709, 2023 | 2 | 2023 |
A Data Integration Approach to Estimating Personal Exposures to Air Pollution ML Thomas, G Shaddick, D Topping, K Morrissey, TJ Brannan, ... 2022 IEEE International Conference on Big Data (Big Data), 2022 | 1 | 2022 |
On the development of a practical Bayesian optimisation algorithm for expensive experiments and simulations with changing environmental conditions M Diessner, KJ Wilson, RD Whalley arXiv preprint arXiv:2402.03006, 2024 | | 2024 |