| Evolutionary optimization of computationally expensive problems via surrogate modeling YS Ong, PB Nair, AJ Keane AIAA journal 41 (4), 687-696, 2003 | 674 | 2003 |
| Computational approaches for aerospace design AJ Keane, PB Nair John Wiley&Sons, Ltd, West Sussex 582, 2005 | 651* | 2005 |
| Combining global and local surrogate models to accelerate evolutionary optimization Z Zhou, YS Ong, PB Nair, AJ Keane, KY Lum IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2006 | 483 | 2006 |
| Max-min surrogate-assisted evolutionary algorithm for robust design YS Ong, PB Nair, KY Lum IEEE Transactions on Evolutionary Computation 10 (4), 392-404, 2006 | 276 | 2006 |
| Surrogate-assisted evolutionary optimization frameworks for high-fidelity engineering design problems YS Ong, PB Nair, AJ Keane, KW Wong Knowledge Incorporation in Evolutionary Computation, 307-332, 2004 | 194 | 2004 |
| Metalmodeling techniques for evolutionary optimization of computationally expensive problems: promises and limitations MA El-Beltagy, AJ Keane | 182 | 1999 |
| Statistical modelling of the whole human femur incorporating geometric and material properties R Bryan, PS Mohan, A Hopkins, F Galloway, M Taylor, PB Nair Medical engineering & physics 32 (1), 57-65, 2010 | 179 | 2010 |
| Stochastic reduced basis methods PB Nair, AJ Keane | 163 | 2001 |
| Reduced‐order modeling of parameterized PDEs using time–space‐parameter principal component analysis C Audouze, F De Vuyst, PB Nair International journal for numerical methods in engineering 80 (8), 1025-1057, 2009 | 151 | 2009 |
| Use of a statistical model of the whole femur in a large scale, multi-model study of femoral neck fracture risk R Bryan, PB Nair, M Taylor Journal of Biomechanics 42 (13), 2171-2176, 2009 | 148 | 2009 |
| Nonintrusive reduced-order modeling of parametrized time-dependent partial differential equations C Audouze, F De Vuyst, P Nair | 132 | 2010 |
| Hybridization of stochastic reduced basis methods with polynomial chaos expansions SK Sachdeva, PB Nair, AJ Keane Probabilistic Engineering Mechanics 21 (2), 182-192, 2006 | 122 | 2006 |
| Comparative study of projection schemes for stochastic finite element analysis SK Sachdeva, PB Nair, AJ Keane Computer methods in applied mechanics and engineering 195 (19), 2371-2392, 2006 | 100 | 2006 |
| Some greedy learning algorithms for sparse regression and classification with mercer kernels PB Nair, A Choudhury, AJ Keane Journal of Machine Learning Research 3 (Dec), 781-801, 2002 | 88 | 2002 |
| Robust design using bayesian monte carlo A Kumar, PB Nair, AJ Keane, S Shahpar International Journal for Numerical Methods in Engineering 73 (11), 1497-1517, 2008 | 83 | 2008 |
| Radial basis function meshless method for the steady incompressible Navier–Stokes equations PP Chinchapatnam, K Djidjeli, PB Nair International Journal of Computer Mathematics 84 (10), 1509-1521, 2007 | 82 | 2007 |
| Aircraft robust trajectory optimization using nonintrusive polynomial chaos X Li, PB Nair, ZG Zhang, L Gao, C Gao Journal of Aircraft 51 (5), 1592-1603, 2014 | 79 | 2014 |
| A large scale finite element study of a cementless osseointegrated tibial tray F Galloway, M Kahnt, H Ramm, P Worsley, S Zachow, P Nair, M Taylor Journal of biomechanics 46 (11), 1900-1906, 2013 | 76 | 2013 |
| A compact RBF-FD based meshless method for the incompressible Navier—Stokes equations PP Chinchapatnam, K Djidjeli, PB Nair, M Tan Proceedings of the Institution of Mechanical Engineers, Part M: Journal of …, 2009 | 76 | 2009 |
| Hybrid evolutionary algorithm with Hermite radial basis function interpolants for computationally expensive adjoint solvers YS Ong, KY Lum, PB Nair Computational Optimization and Applications 39 (1), 97-119, 2008 | 76 | 2008 |
