Get started
Author

Andrea Serani

Observed names: A Serani, A. Serani, ANDREA Serani, SERANI, ANDREA, Serani, A, Serani, A., Serani, Andrea
Observed institutions: Roma Tre University, National Academies of Sciences, Engineering, and Medicine, Institute of Marine Engineering, National Research Council, Istituto Nazionale per Studi ed Esperienze di Architettura Navale, Imperial College London
ORCID: 0000-0002-8814-1793
Observed ORCID: 0000-0002-8814-1793
OpenAlex ID: A5073878030
Parameter selection in synchronous and asynchronous deterministic particle swarm optimization for ship hydrodynamics problems
2016 · Andrea Serani, Cecilia Leotardi, et al. · Applied Soft Computing · 85
PDF
Adaptive multi-fidelity sampling for CFD-based optimisation via radial basis function metamodels
2019 · A. Serani, R. Pellegrini, et al. · International journal of computational fluid dynamics · 79
A Scoping Review on Simulation-Based Design Optimization in Marine Engineering: Trends, Best Practices, and Gaps
2024 · Andrea Serani, Thomas P. Scholcz, et al. · Archives of Computational Methods in Engineering · 73
Ship hydrodynamic optimization by local hybridization of deterministic derivative-free global algorithms
2016 · Andrea Serani, Giovanni Fasano, et al. · Applied Ocean Research · 73
PDF
Time-series forecasting of ships maneuvering in waves via dynamic mode decomposition
2022 · Matteo Diez, Andrea Serani, et al. · Journal of Ocean Engineering and Marine Energy · 58
PDF
Hull-form stochastic optimization via computational-cost reduction methods
2021 · Andrea Serani, Frederick Stern, et al. · Engineering With Computers · 56
Time-series forecasting for ships maneuvering in waves via recurrent-type neural networks
2022 · Danny D’Agostino, Andrea Serani, et al. · Journal of Ocean Engineering and Marine Energy · 51
PDF
Design-space assessment and dimensionality reduction: An off-line method for shape reparameterization in simulation-based optimization
2019 · Danny D’Agostino, Andrea Serani, et al. · Ocean Engineering · 49
PDF
On the use of dynamic mode decomposition for time-series forecasting of ships operating in waves
2022 · Andrea Serani, Paolo Dragone, et al. · Ocean Engineering · 48
PDF
A multi-objective DIRECT algorithm for ship hull optimization
2017 · E. F. Campana, M. Diez, et al. · Computational Optimization and Applications · 46
A multi-fidelity active learning method for global design optimization problems with noisy evaluations
2022 · Riccardo Pellegrini, Jeroen Wackers, et al. · Engineering With Computers · 43
PDF
Comparison of Multi-Fidelity Approaches for Military Vehicle Design
2020 · Philip S. Beran, Dean Bryson, et al. · AIAA AVIATION Forum · 41
Analytical benchmark problems and methodological framework for the assessment and comparison of multifidelity optimization methods
2025 · Laura Mainini, Andrea Serani, et al. · Archives of Computational Methods in Engineering · 40
PDF
Derivative-free global ship design optimization using global/local hybridization of the DIRECT algorithm
2015 · Emilio F. Campana, Matteo Diez, et al. · Optimization and Engineering · 36
PDF
A Survey on Design-Space Dimensionality Reduction Methods for Shape Optimization
2025 · Andrea Serani, Matteo Diez · Archives of Computational Methods in Engineering · 35
PDF
Parametric model embedding
2022 · Andrea Serani, Matteo Diez · Computer Methods in Applied Mechanics and Engineering · 33
PDF
Nonlinear Methods for Design-Space Dimensionality Reduction in Shape Optimization
2017 · Danny D’Agostino, Andrea Serani, et al. · Lecture notes in computer science · 33
Formulation and parameter selection of multi-objective deterministic particle swarm for simulation-based optimization
2017 · Riccardo Pellegrini, Andrea Serani, et al. · Applied Soft Computing · 33
Simulation-Based Design Optimization by Sequential Multi-criterion Adaptive Sampling and Dynamic Radial Basis Functions
2018 · Matteo Diez, Silvia Volpi, et al. · Computational methods in applied sciences · 30
Deep Autoencoder for Off-Line Design-Space Dimensionality Reduction in Shape Optimization
2018 · Danny D'Agostino, Andrea Serani, et al. · AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference (SDM) · 30
URANS analysis of a free-running destroyer sailing in irregular stern-quartering waves at sea state 7
2021 · Andrea Serani, Matteo Diez, et al. · Ocean Engineering · 29
PDF
Shape-supervised Dimension Reduction: Extracting Geometry and Physics Associated Features with Geometric Moments
2022 · Shahroz Khan, Panagiotis Kaklis, et al. · Computer-Aided Design · 27
PDF
Geometric Moment-Dependent Global Sensitivity Analysis without Simulation Data: Application to Ship Hull Form Optimisation
2022 · Shahroz Khan, Panagiotis Kaklis, et al. · Computer-Aided Design · 26
PDF
Comparing multi-index stochastic collocation and multi-fidelity stochastic radial basis functions for forward uncertainty quantification of ship resistance
2022 · Chiara Piazzola, Lorenzo Tamellini, et al. · Engineering With Computers · 26
PDF
Multi-Objective Hydrodynamic Optimization of the DTMB 5415 for Resistance and Seakeeping
2015 · Matteo Diez, Andrea Serani, et al. · SNAME International Conference on Fast Sea Transportation (FAST) · 26
Works count: 156
Citation count: 1,756
H-index: 25
I10-index: 54
Year
Topic
Type