| Design-space dimensionality reduction in shape optimization by Karhunen–Loève expansion M Diez, EF Campana, F Stern Computer Methods in Applied Mechanics and Engineering 283, 1525–1544, 2015 | 175 | 2015 |
| Development and validation of a dynamic metamodel based on stochastic radial basis functions and uncertainty quantification S Volpi, M Diez, NJ Gaul, H Song, U Iemma, KK Choi, EF Campana, ... Structural and Multidisciplinary Optimization 51, 347-368, 2015 | 153 | 2015 |
| High-fidelity global optimization of shape design by dimensionality reduction, metamodels and deterministic particle swarm X Chen, M Diez, M Kandasamy, Z Zhang, EF Campana, F Stern Engineering Optimization 47 (4), 473-474, 2015 | 128 | 2015 |
| Robust optimization for ship conceptual design M Diez, D Peri Ocean Engineering 37 (11), 966-977, 2010 | 105 | 2010 |
| Parameter selection in synchronous and asynchronous deterministic particle swarm optimization for ship hydrodynamics problems A Serani, C Leotardi, U Iemma, EF Campana, G Fasano, M Diez Applied Soft Computing 49, 313-334, 2016 | 99 | 2016 |
| Adaptive multi-fidelity sampling for CFD-based optimisation via radial basis function metamodels A Serani, R Pellegrini, J Wackers, CE Jeanson, P Queutey, M Visonneau, ... International Journal of Computational Fluid Dynamics 33 (6-7), 237-255, 2019 | 89 | 2019 |
| Recent progress in CFD for naval architecture and ocean engineering GJL Stern F., Wang Z., Yang J., Sadat-Hosseini H., Bhushan S., Mousaviraad S ... Journal of Hydrodynamics, Ser. B 27 (1), 1-23, 2015 | 89 | 2015 |
| Ship hydrodynamic optimization by local hybridization of deterministic derivative-free global algorithms A Serani, G Fasano, G Liuzzi, S Lucidi, U Iemma, EF Campana, F Stern, ... Applied Ocean Research 59, 115-128, 2016 | 84 | 2016 |
| URANS study of Delft catamaran total/added resistance, motions and slamming loads in head sea including irregular wave and uncertainty quantification for variable regular wave … W He, M Diez, Z Zou, EF Campana, F Stern Ocean Engineering 74, 189-217, 2013 | 84 | 2013 |
| Uncertainty quantification of Delft catamaran resistance, sinkage and trim for variable Froude number and geometry using metamodels, quadrature and Karhunen–Loève expansion M Diez, W He, EF Campana, F Stern Journal of Marine Science and Technology 19 (2), 143-169, 2014 | 63 | 2014 |
| Urban intelligence: a modular, fully integrated, and evolving model for cities digital twinning G Castelli, A Cesta, M Diez, M Padula, P Ravazzani, G Rinaldi, S Savazzi, ... 2019 IEEE 16th International Conference on Smart Cities: Improving Quality …, 2019 | 57 | 2019 |
| Comparison of multi-fidelity approaches for military vehicle design PS Beran, D Bryson, AS Thelen, M Diez, A Serani AIAA Aviation 2020 Forum, 3158, 2020 | 56 | 2020 |
| Stochastic optimization methods for ship resistance and operational efficiency via CFD M Diez, EF Campana, F Stern Structural and Multidisciplinary Optimization 57, 735-758, 2018 | 56 | 2018 |
| Hull-form stochastic optimization via computational-cost reduction methods A Serani, F Stern, EF Campana, M Diez Engineering with Computers 38 (Suppl 3), 2245-2269, 2022 | 52 | 2022 |
| Design-space assessment and dimensionality reduction: An off-line method for shape reparameterization in simulation-based optimization D D’Agostino, A Serani, M Diez Ocean Engineering 197, 106852, 2020 | 52 | 2020 |
| Simulation-based design optimization by sequential multi-criterion adaptive sampling and dynamic radial basis functions M Diez, S Volpi, A Serani, F Stern, EF Campana Advances in Evolutionary and Deterministic Methods for Design, Optimization …, 2019 | 52 | 2019 |
| Derivative-free global ship design optimization using global/local hybridization of the DIRECT algorithm EF Campana, M Diez, U Iemma, G Liuzzi, S Lucidi, F Rinaldi, A Serani Optimization and Engineering 17 (1), 127-156, 2016 | 47 | 2016 |
| Formulation and parameter selection of multi-objective deterministic particle swarm for simulation-based optimization R Pellegrini, A Serani, C Leotardi, U Iemma, EF Campana, M Diez Applied Soft Computing 58, 714-731, 2017 | 45 | 2017 |
| A multi-objective DIRECT algorithm for ship hull optimization EF Campana, M Diez, G Liuzzi, S Lucidi, R Pellegrini, V Piccialli, F Rinaldi, ... Computational optimization and applications 71, 53-72, 2018 | 43 | 2018 |
| Nonlinear methods for design-space dimensionality reduction in shape optimization D D’Agostino, A Serani, EF Campana, M Diez Machine Learning, Optimization, and Big Data: Third International Conference …, 2018 | 43 | 2018 |
Andrea SeraniCNR-INM, National Research Council-Institute of Marine EngineeringVerified email at cnr.it