Adaptive explicit decision functions for probabilistic design and optimization using support vector machines A Basudhar, S Missoum Computers & Structures 86 (19-20), 1904-1917, 2008 | 245 | 2008 |
Constrained efficient global optimization with support vector machines A Basudhar, C Dribusch, S Lacaze, S Missoum Structural and Multidisciplinary Optimization 46, 201-221, 2012 | 185 | 2012 |
Limit state function identification using support vector machines for discontinuous responses and disjoint failure domains A Basudhar, S Missoum, AH Sanchez Probabilistic Engineering Mechanics 23 (1), 1-11, 2008 | 162 | 2008 |
An improved adaptive sampling scheme for the construction of explicit boundaries A Basudhar, S Missoum Structural and Multidisciplinary Optimization 42, 517-529, 2010 | 152 | 2010 |
A convex hull approach for the reliability-based design optimization of nonlinear transient dynamic problems S Missoum, P Ramu, RT Haftka Computer methods in applied mechanics and engineering 196 (29-30), 2895-2906, 2007 | 71 | 2007 |
Optimization under uncertainty of parallel nonlinear energy sinks E Boroson, S Missoum, PO Mattei, C Vergez Journal of Sound and Vibration 394, 451-464, 2017 | 64 | 2017 |
Reliability-based design optimization of nonlinear aeroelasticity problems S Missoum, C Dribusch, P Beran Journal of aircraft 47 (3), 992-998, 2010 | 57 | 2010 |
Study of a new local update scheme for cellular automata in structural design S Missoum, Z Gürdal, S Setoodeh Structural and multidisciplinary optimization 29, 103-112, 2005 | 56 | 2005 |
A sampling-based approach for probabilistic design with random fields A Basudhar, S Missoum Computer Methods in Applied Mechanics and Engineering 198 (47-48), 3647-3655, 2009 | 49 | 2009 |
A generalized “max-min” sample for surrogate update S Lacaze, S Missoum Structural and Multidisciplinary Optimization 49, 683-687, 2014 | 43 | 2014 |
A multifidelity approach for the construction of explicit decision boundaries: application to aeroelasticity C Dribusch, S Missoum, P Beran Structural and Multidisciplinary Optimization 42, 693-705, 2010 | 43 | 2010 |
Machine learning for engineering design JH Panchal, M Fuge, Y Liu, S Missoum, C Tucker Journal of Mechanical Design 141 (11), 110301, 2019 | 38 | 2019 |
Stochastic optimization of nonlinear energy sinks E Boroson, S Missoum Structural and Multidisciplinary Optimization 55, 633-646, 2017 | 37 | 2017 |
Reliability analysis in the presence of aleatory and epistemic uncertainties, application to the prediction of a launch vehicle fallout zone L Brevault, S Lacaze, M Balesdent, S Missoum Journal of Mechanical Design 138 (11), 111401, 2016 | 37 | 2016 |
Probability of failure sensitivity with respect to decision variables S Lacaze, L Brevault, S Missoum, M Balesdent Structural and Multidisciplinary Optimization 52, 375-381, 2015 | 34 | 2015 |
Reliability assessment using probabilistic support vector machines A Basudhar, S Missoum International Journal of Reliability and Safety 7 (2), 156-173, 2013 | 32 | 2013 |
Uncertainty quantification and global sensitivity analysis of composite wind turbine blades M Thapa, S Missoum Reliability Engineering & System Safety 222, 108354, 2022 | 31 | 2022 |
Convergence analysis for cellular automata applied to truss design DJ Slotta, B Tatting, LT Watson, Z Gu¨ rdal, S Missoum Engineering Computations 19 (8), 953-969, 2002 | 31 | 2002 |
Optimization of nonlinear trusses using a displacement-based approach S Missoum, Z Gürdal, W Gu Structural and multidisciplinary optimization 23, 214-221, 2002 | 30 | 2002 |
Reliability-based optimal design and tolerancing for multibody systems using explicit design space decomposition H Arenbeck, S Missoum, A Basudhar, P Nikravesh | 27 | 2010 |