| Multiple surrogates: how cross-validation errors can help us to obtain the best predictor FAC Viana, RT Haftka, V Steffen Structural and Multidisciplinary Optimization 39 (4), 439-457, 2009 | 374 | 2009 |
| Design and analysis of computer experiments in multidisciplinary design optimization: a review of how far we have come or not TW Simpson, V Toropov, V Balabanov, FAC Viana 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, AIAA …, 2008 | 358 | 2008 |
| Metamodeling in Multidisciplinary Design Optimization: How Far Have We Really Come? FAC Viana, TW Simpson, V Balabanov, V Toropov AIAA Journal 52 (4), 670-690, 2014 | 345* | 2014 |
| An algorithm for fast optimal Latin hypercube design of experiments FAC Viana, G Venter, V Balabanov International Journal for Numerical Methods in Engineering 82 (2), 135-156, 2010 | 319 | 2010 |
| Efficient global optimization algorithm assisted by multiple surrogate techniques FAC Viana, RT Haftka, LT Watson Journal of Global Optimization 56 (2), 669-689, 2013 | 239 | 2013 |
| SURROGATES toolbox user’s guide FAC Viana Users manual, http://fchegury. googlepages. com, 2009 | 124 | 2009 |
| Multimodal vibration damping through piezoelectric patches and optimal resonant shunt circuits FAC Viana, V Steffen Jr Journal of the Brazilian Society of Mechanical Sciences and Engineering 28 …, 2006 | 114 | 2006 |
| Things you wanted to know about the Latin hypercube design and were afraid to ask FAC Viana 10th World Congress on Structural and Multidisciplinary Optimization …, 2013 | 113 | 2013 |
| Making the most out of surrogate models: tricks of the trade FAC Viana, C Gogu, RT Haftka ASME 2010 International Design Engineering Technical Conferences & Computers …, 2010 | 97 | 2010 |
| A Tutorial on Latin Hypercube Design of Experiments FAC Viana Quality and Reliability Engineering International, 2015 | 85 | 2015 |
| Tuning dynamic vibration absorbers by using ant colony optimization FAC Viana, GI Kotinda, DA Rade, V Steffen Jr Computers & Structures 86 (13-14), 1539-1549, 2008 | 65 | 2008 |
| Surrogate-based optimization with parallel simulations using the probability of improvement FAC Viana, RT Haftka 13th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, AIAA …, 2010 | 62 | 2010 |
| Using multiple surrogates for metamodeling FAC Viana, RT Haftka 7th ASMO-UK/ISSMO International Conference on Engineering Design Optimization, 2008 | 58 | 2008 |
| Using cross validation to design conservative surrogates FAC Viana, V Picheny, RT Haftka AIAA Journal 48 (10), 2286-2298, 2010 | 51 | 2010 |
| Why not run the efficient global optimization algorithm with multiple surrogates? FAC Viana, RT Haftka, LT Watson 51st AIAAASMEASCEAHSASC Structures Structural Dynamics and Materials …, 2010 | 51 | 2010 |
| Fleet Prognosis with Physics-informed Recurrent Neural Networks RG Nascimento, FAC Viana The 12th International Workshop on Structural Health Monitoring, 2019 | 41 | 2019 |
| Lightweight design of vehicle parameters under crashworthiness using conservative surrogates P Zhu, F Pan, W Chen, FAC Viana Computers in Industry 64 (3), 280–289, 2013 | 37 | 2013 |
| Optimization of aircraft structural components by using nature-inspired algorithms and multi-fidelity approximations FAC Viana, V Steffen, S Butkewitsch, M de Freitas Leal Journal of Global Optimization 45 (3), 427-449, 2009 | 36 | 2009 |
| Physics-informed neural networks for missing physics estimation in cumulative damage models: a case study in corrosion fatigue A Dourado, FAC Viana ASME Journal of Computing and Information Science in Engineering, 2020 | 34 | 2020 |
| A physics-informed neural network for wind turbine main bearing fatigue YA Yucesan, FAC Viana International Journal of Prognostics and Health Management 11 (1), 2020 | 32 | 2020 |
Valder Steffen JrProfessor of Mechanical Engineering, Federal University of UberlandiaVerified email at mecanica.ufu.br
