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Prasanth B. Nair
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Evolutionary optimization of computationally expensive problems via surrogate modeling
YS Ong, PB Nair, AJ Keane
AIAA journal 41 (4), 687-696, 2003
6632003
Computational approaches for aerospace design
AJ Keane, PB Nair
John Wiley&Sons, Ltd, West Sussex 582, 2005
640*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
4682006
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
2722006
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
1922004
Metalmodeling techniques for evolutionary optimization of computationally expensive problems: promises and limitations
MA El-Beltagy, AJ Keane
1791999
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
1732010
Stochastic reduced basis methods
PB Nair, AJ Keane
1622001
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
1502009
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
1472009
Nonintrusive reduced-order modeling of parametrized time-dependent partial differential equations
C Audouze, F De Vuyst, P Nair
1302010
Hybridization of stochastic reduced basis methods with polynomial chaos expansions
SK Sachdeva, PB Nair, AJ Keane
Probabilistic Engineering Mechanics 21 (2), 182-192, 2006
1222006
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
992006
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
872002
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
812007
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
782008
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
762009
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
752014
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
742008
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
732013
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