SERANI, ANDREA
SERANI, ANDREA
Istituto di iNgegneria del Mare - INM (ex INSEAN)
A Scoping Review on Simulation-Based Design Optimization in Marine Engineering: Trends, Best Practices, and Gaps
2024 Serani, Andrea; Scholcz, Thomas P.; Vanzi, Valentina
Data-driven forecasting of ship motions in waves using machine learning and dynamic mode decomposition
2024 Diez, M.; Gaggero, M.; Serani, A.
Design-space dimensionality reduction in global optimization of functional surfaces: recent developments and way forward
2024 Diez, Matteo; Serani, Andrea
Experimental and computational fluid-structure interaction analysis and optimization of Deep-V planing-hull grillage panels subject to slamming loads – Part II: Irregular waves
2024 Lee, Evan J.; Diez, Matteo; Harrison, Emily L.; Jiang, Minyee J.; Snyder, Lawrence A.; Powers, Ann Marie R.; Bay, Raymond J.; Serani, Andrea; Nadal, Maria L.; Kubina, Eric R.; Stern, Frederick
Comparing multi-index stochastic collocation and multi-fidelity stochastic radial basis functions for forward uncertainty quantification of ship resistance
2023 Piazzola, C; Tamellini, L; Pellegrini, R; Broglia, R; Serani, A; Diez, M
Efficient initialization for multi-fidelity surrogate-based optimization
2023 Wackers, Jeroen; Pellegrini, Riccardo; Serani, Andrea; Visonneau, Michel; Diez, Matteo
Multi-fidelity hydrodynamic analysis of an autonomous surface vehicle at surveying speed in deep water subject to variable payload
2023 Pellegrini, Riccardo; Ficini, Simone; Odetti, Angelo; Serani, Andrea; Caccia, Massimo; Diez, Matteo
On the use of dynamic mode decomposition for time-series forecasting of ships operating in waves
2023 Serani, Andrea; Dragone, Paolo; Stern, Frederick; Diez, Matteo
Overview on the Special Issue on “Simulation-Based Optimization: Methods and Applications in Engineering Design”
2023 Pellegrini, Riccardo; Serani, Andrea
Parametric model embedding
2023 Serani, Andrea; Diez, Matteo
PIV Snapshot Clustering Reveals the Dual Deterministic and Chaotic Nature of Propeller Wakes at Macro- and Micro-Scales
2023 D'Agostino, Danny; Diez, Matteo; Felli, Mario; Serani, Andrea
Procedures for maneuverability characterization: From ships to marine robots
2023 Ferretti, R; Bibuli, M; Bruzzone, G; Caccia, M; Aracri, S; Motta, C; Odetti, A; Diez, M; Serani, Andrea; A,
Procedures for Manoeuvrability Characterization: From Ships to Marine Robots
2023 Roberta Ferretti; Marco Bibuli; Gabriele Bruzzone; Massimo Caccia; Simona Aracri; Corrado Motta; Angelo Odetti; Matteo Diez; Andrea Serani
Shape Optimization of a Naval Destroyer by Multi-Fidelity Methods
2023 Serani, Andrea; Broglia, Riccardo; Diez, Matteo
Simulation-Driven Design Optimization of a Destroyer-Type Vessel via Multi-Fidelity Supervised Active Learning
2023 Spinosa, Emanuele; Pellegrini, Riccardo; Posa, Antonio; Broglia, Riccardo; De Biase, Mario; Serani, Andrea
A Data Clustering Approach to Identifying Slamming Types in Irregular Waves
2022 Diez, M; Serani, A; Stern, F
A Derivative-Free Line-Search Algorithm for Simulation-Driven Design Optimization Using Multi-Fidelity Computations
2022 Pellegrini, Riccardo; Serani, Andrea; Liuzzi, Giampaolo; Rinaldi, Francesco; Lucidi, Stefano; Diez, Matteo
A multi-fidelity active learning method for global design optimization problems with noisy evaluations
2022 Pellegrini, R; Wackers, J; Broglia, R; Serani, A; Visonneau, M; Diez, M
Adaptive Multi-fidelity Surrogate Modelling for High-quality Shape Optimization
2022 Wackers, J; Solak, Hp; Visonneau, M; Pellegrini, R; Serani, A; Diez, M
Analytical Benchmark Problems for Multifidelity Optimization Methods
2022 Mainini, Laura; Serani, Andrea; Ficini, Simone; Pellegrini, Riccardo; Diez, Matteo; P Rumpfkeil, Markus; Minisci, Edmondo; Quagliarella, Domenico; Pehlivan Solak, Hayriye; Yldz, Shmehmet; Nikbay, Melike; di Fiore, Francesco; Bryson, Dean; S Beran, Philip