CNR Institutional Research Information System

SERANI, ANDREA

SERANI, ANDREA  

Istituto di iNgegneria del Mare - INM (ex INSEAN)  

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Risultati 1 - 20 di 31 (tempo di esecuzione: 0.05 secondi).
Titolo Data di pubblicazione Autore(i) File
A Scoping Review on Simulation-Based Design Optimization in Marine Engineering: Trends, Best Practices, and Gaps 1-gen-2024 Serani, Andrea; Scholcz, Thomas P.; Vanzi, Valentina
Data-driven forecasting of ship motions in waves using machine learning and dynamic mode decomposition 1-gen-2024 Diez, M.; Gaggero, M.; Serani, A.
Design-space dimensionality reduction in global optimization of functional surfaces: recent developments and way forward 1-gen-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 1-gen-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 1-gen-2023 Piazzola, C; Tamellini, L; Pellegrini, R; Broglia, R; Serani, A; Diez, M
Efficient initialization for multi-fidelity surrogate-based optimization 1-gen-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 1-gen-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 1-gen-2023 Serani, Andrea; Dragone, Paolo; Stern, Frederick; Diez, Matteo
Overview on the Special Issue on “Simulation-Based Optimization: Methods and Applications in Engineering Design” 1-gen-2023 Pellegrini, Riccardo; Serani, Andrea
Parametric model embedding 1-gen-2023 Serani, Andrea; Diez, Matteo
PIV Snapshot Clustering Reveals the Dual Deterministic and Chaotic Nature of Propeller Wakes at Macro- and Micro-Scales 1-gen-2023 D'Agostino, Danny; Diez, Matteo; Felli, Mario; Serani, Andrea
Simulation-Driven Design Optimization of a Destroyer-Type Vessel via Multi-Fidelity Supervised Active Learning 1-gen-2023 Spinosa, Emanuele; Pellegrini, Riccardo; Posa, Antonio; Broglia, Riccardo; De Biase, Mario; Serani, Andrea
A Derivative-Free Line-Search Algorithm for Simulation-Driven Design Optimization Using Multi-Fidelity Computations 1-gen-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 1-gen-2022 Pellegrini, R; Wackers, J; Broglia, R; Serani, A; Visonneau, M; Diez, M
Geometric Moment-Dependent Global Sensitivity Analysis without Simulation Data: Application to Ship Hull Form Optimisation 1-gen-2022 Khan, Shahroz; Kaklis, Panagiotis; Serani, Andrea; Diez, Matteo
Shape-supervised Dimension Reduction: Extracting Geometry and Physics Associated Features with Geometric Moments 1-gen-2022 Khan, Shahroz; Kaklis, Panagiotis; Serani, Andrea; Diez, Matteo; Kostas, Konstantinos
Time-series forecasting for ships maneuvering in waves via recurrent-type neural networks 1-gen-2022 D'Agostino, Danny; Serani, Andrea; Stern, Frederick; Diez, Matteo
Time-series forecasting of ships maneuvering in waves via dynamic mode decomposition 1-gen-2022 Diez, Matteo; Serani, Andrea; Campana, Emilio F.; Stern, Frederick
Dense conjugate initialization for deterministic PSO in applications: ORTHOinit+ 1-gen-2021 Leotardi, C; Serani, A; Diez, M; Campana, Ef; Fasano, G; Gusso, R
Hull-form stochastic optimization via computational-cost reduction methods 1-gen-2021 Serani A.; Stern F.; Campana E.F.; Diez M.