| Kriging hyperparameter tuning strategies DJJ Toal, NW Bressloff, AJ Keane AIAA journal 46 (5), 1240-1252, 2008 | 207 | 2008 |
| Some considerations regarding the use of multi-fidelity Kriging in the construction of surrogate models DJJ Toal Structural and Multidisciplinary Optimization 51, 1223-1245, 2015 | 149 | 2015 |
| Efficient multipoint aerodynamic design optimization via cokriging DJJ Toal, AJ Keane Journal of Aircraft 48 (5), 1685-1695, 2011 | 115 | 2011 |
| The development of a hybridized particle swarm for kriging hyperparameter tuning DJJ Toal, NW Bressloff, AJ Keane, CME Holden Engineering optimization 43 (6), 675-699, 2011 | 113 | 2011 |
| Geometric filtration using proper orthogonal decomposition for aerodynamic design optimization DJJ Toal, NW Bressloff, AJ Keane, CME Holden AIAA journal 48 (5), 916-928, 2010 | 104 | 2010 |
| Engineering design applications of surrogate-assisted optimization techniques A Sóbester, AIJ Forrester, DJJ Toal, E Tresidder, S Tucker Optimization and Engineering 15, 243-265, 2014 | 72 | 2014 |
| Robust turbine blade optimization in the face of real geometric variations J Kamenik, I Voutchkov, DJJ Toal, AJ Keane, L Högner, M Meyer, R Bates Journal of Propulsion and Power 34 (6), 1479-1493, 2018 | 49 | 2018 |
| Multifidelity multidisciplinary whole-engine thermomechanical design optimization DJJ Toal, AJ Keane, D Benito, JA Dixon, J Yang, M Price, T Robinson, ... Journal of Propulsion and Power 30 (6), 1654-1666, 2014 | 45 | 2014 |
| An adjoint for likelihood maximization DJJ Toal, AIJ Forrester, NW Bressloff, AJ Keane, C Holden Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2009 | 39 | 2009 |
| Geometric filtration using POD for aerodynamic design optimization D Toal, N Bressloff, A Keane 26th AIAA Applied Aerodynamics Conference, 6584, 2008 | 37 | 2008 |
| Non-stationary kriging for design optimization DJJ Toal, AJ Keane Engineering Optimization 44 (6), 741-765, 2012 | 34 | 2012 |
| Multi-fidelity Kriging-assisted structural optimization of whole engine models employing medial meshes HK Yong, L Wang, DJJ Toal, AJ Keane, F Stanley Structural and Multidisciplinary Optimization 60, 1209-1226, 2019 | 30 | 2019 |
| On the potential of a multi-fidelity G-POD based approach for optimization and uncertainty quantification DJJ Toal Turbo Expo: Power for Land, Sea, and Air 45615, V02BT45A002, 2014 | 22 | 2014 |
| Bi-objective optimization of pylon-engine-nacelle assembly: weight vs. tip clearance criterion D Bettebghor, C Blondeau, D Toal, H Eres Structural and Multidisciplinary Optimization 48, 637-652, 2013 | 22 | 2013 |
| Performance of an ensemble of ordinary, universal, non-stationary and limit Kriging predictors DJ J. Toal, AJ Keane Structural and Multidisciplinary Optimization 47, 893-903, 2013 | 22 | 2013 |
| A study into the potential of GPUs for the efficient construction and evaluation of Kriging models DJJ Toal Engineering with Computers 32, 377-404, 2016 | 19 | 2016 |
| Method of designing a structure C Holden, DJJ Toal, NW Bressloff, AJ Keane US Patent 8,600,534, 2013 | 18 | 2013 |
| Building a traceable climate model hierarchy with multi-level emulators GT Tran, KIC Oliver, A Sóbester, DJJ Toal, PB Holden, R Marsh, ... Advances in Statistical Climatology, Meteorology and Oceanography 2 (1), 17-37, 2016 | 17 | 2016 |
| Applications of multi-fidelity multi-output Kriging to engineering design optimization DJJ Toal Structural and Multidisciplinary Optimization 66 (6), 125, 2023 | 15 | 2023 |
| Proper orthogonal decomposition & Kriging strategies for design DJJ Toal University of Southampton, 2009 | 12 | 2009 |
