| 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 | 107 | 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 | 102 | 2019 |
| 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 | 93 | 2016 |
| Hull‑form stochastic optimization via computational‑cost reduction methods A Serani, F Stern, EF Campana, M Diez Engineering with Computers 38 (3), 2245-2269, 2022 | 63 | 2022 |
| Comparison of Multi-Fidelity Approaches for Military Vehicle Design PS Beran, DE Bryson, AS Thelen, M Diez, A Serani 21th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference …, 2020 | 62 | 2020 |
| 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 | 57 | 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 …, 2018 | 51 | 2018 |
| 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, 2015 | 50 | 2015 |
| 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 Workshop …, 2017 | 49 | 2017 |
| A Multi-Fidelity Active Learning Method for Global Design Optimization Problems with Noisy Evaluations R Pellegrini, J Wackers, R Broglia, A Serani, M Visonneau, M Diez Engineering with Computers 39, 3183–3206, 2023 | 46 | 2023 |
| 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 (1), 53-72, 2018 | 46 | 2018 |
| 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 | 46 | 2017 |
| Multi-objective hydrodynamic optimization of the DTMB 5415 for resistance and seakeeping M Diez, A Serani, EF Campana, O Goren, K Sarioz, DB Danisman, ... FAST 2015 - 13th International Conference on Fast Sea Transportation …, 2015 | 42 | 2015 |
| Analytical benchmark problems and methodological framework for the assessment and comparison of multifidelity optimization methods L Mainini, A Serani, H Pehlivan-Solak, F Di Fiore, MP Rumpfkeil, E Minisci, ... Archives of Computational Methods in Engineering, 1-32, 2025 | 41* | 2025 |
| Time-series forecasting for ships maneuvering in waves via recurrent-type neural networks D D’Agostino, A Serani, F Stern, M Diez Journal of Ocean Engineering and Marine Energy 8 (4), 479-487, 2022 | 40 | 2022 |
| On the use of synchronous and asynchronous single-objective deterministic particle swarm optimization in ship design problems A Serani, M Diez, C Leotardi, D Peri, G Fasano, U Iemma, EF Campana Proceeding of OPT-i, International Conference on Engineering and Applied …, 2014 | 40 | 2014 |
| Parametric model embedding A Serani, M Diez Computer Methods in Applied Mechanics and Engineering 404, 115776, 2023 | 39 | 2023 |
| On the use of dynamic mode decomposition for time-series forecasting of ships operating in waves A Serani, P Dragone, F Stern, M Diez Ocean Engineering 267, 113235, 2023 | 39 | 2023 |
| URANS analysis of a free-running destroyer sailing in irregular stern-quartering waves at sea state 7 A Serani, M Diez, F van Walree, F Stern Ocean Engineering 237, 109600, 2021 | 39 | 2021 |
| Deep Autoencoder for Off-Line Design-Space Dimensionality Reduction in Shape Optimization D D'Agostino, A Serani, M Diez, EF Campana 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2018 | 39* | 2018 |
Matteo DiezCNR-INM, National Research Council-Institute of Marine Engineering, RomeVerified email at cnr.it
