SERANI, ANDREA
SERANI, ANDREA
Istituto di iNgegneria del Mare - INM (ex INSEAN)
Democratizing uncertainty quantification
2025 Seelinger, L.; Reinarz, A.; Lykkegaard, M. B.; Akers, R.; Alghamdi, A. M. A.; Aristoff, D.; Bangerth, W.; Bénézech, J.; Diez, M.; Frey, K.; Jakeman, J. D.; Jørgensen, J. S.; Kim, K. T.; Kent, B. M.; Martinelli, M.; Parno, M.; Pellegrini, R.; Petra, N.; Riis, N. A. B.; Rosenfeld, K.; Serani, A.; Tamellini, L.; Villa, U.; Dodwell, T. J.; Scheichl, R.
A Scoping Review on Simulation-Based Design Optimization in Marine Engineering: Trends, Best Practices, and Gaps
2024 Serani, Andrea; Scholcz, Thomas P.; Vanzi, Valentina
Aerodynamic shape optimization in transonic conditions through parametric model embedding
2024 Serani, Andrea; Diez, Matteo; Quagliarella, Domenico
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
Hydrodynamic Shape Optimization of a Naval Destroyer by Machine Learning Methods
2024 Serani, A.; Diez, M.
Multi-fidelity Constrained Optimization Methods Applied to Benchmark Problems
2024 Rumpfkeil, M. P.; Serani, A.; Beran, P. S.
Optimising hydrofoils using automated multi-fidelity surrogate models
2024 Pehlivan Solak, H.; Wackers, J.; Pellegrini, R.; Serani, A.; Diez, M.; Perali, P.; Sacher, M.; Leroux, J. -B.; Augier, B.; Hauville, F.; Bot, P.
An Evolutionary Variant of Q-learning for Global Optimization
2023 Vulpio, I.; Burghignoli, L.; Palma, G.; Iemma, U.; Serani, A.; Diez, M.
Bayesian shape optimisation in high dimensional design spaces using isogeometric boundary element analysis
2023 Khan, S.; Kaklis, P.; Kostas, K.; Serani, A.; Diez, M.
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
Digital Twin of Autonomous Surface Vehicles: From Standard Methodologies Towards Extended Data-Based Models
2023 Bibuli, Marco; Ferretti, Roberta; Odetti, Angelo; Aracri, Simona; Caccia, Massimo; Diez, Matteo; Serani, Andrea
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,
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Democratizing uncertainty quantification | 1-gen-2025 | Seelinger, L.; Reinarz, A.; Lykkegaard, M. B.; Akers, R.; Alghamdi, A. M. A.; Aristoff, D.; Bangerth, W.; Bénézech, J.; Diez, M.; Frey, K.; Jakeman, J. D.; Jørgensen, J. S.; Kim, K. T.; Kent, B. M.; Martinelli, M.; Parno, M.; Pellegrini, R.; Petra, N.; Riis, N. A. B.; Rosenfeld, K.; Serani, A.; Tamellini, L.; Villa, U.; Dodwell, T. J.; Scheichl, R. | |
| 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 | |
| Aerodynamic shape optimization in transonic conditions through parametric model embedding | 1-gen-2024 | Serani, Andrea; Diez, Matteo; Quagliarella, Domenico | |
| 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 | |
| Hydrodynamic Shape Optimization of a Naval Destroyer by Machine Learning Methods | 1-gen-2024 | Serani, A.; Diez, M. | |
| Multi-fidelity Constrained Optimization Methods Applied to Benchmark Problems | 1-gen-2024 | Rumpfkeil, M. P.; Serani, A.; Beran, P. S. | |
| Optimising hydrofoils using automated multi-fidelity surrogate models | 1-gen-2024 | Pehlivan Solak, H.; Wackers, J.; Pellegrini, R.; Serani, A.; Diez, M.; Perali, P.; Sacher, M.; Leroux, J. -B.; Augier, B.; Hauville, F.; Bot, P. | |
| An Evolutionary Variant of Q-learning for Global Optimization | 1-gen-2023 | Vulpio, I.; Burghignoli, L.; Palma, G.; Iemma, U.; Serani, A.; Diez, M. | |
| Bayesian shape optimisation in high dimensional design spaces using isogeometric boundary element analysis | 1-gen-2023 | Khan, S.; Kaklis, P.; Kostas, K.; Serani, A.; Diez, M. | |
| 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 | |
| Digital Twin of Autonomous Surface Vehicles: From Standard Methodologies Towards Extended Data-Based Models | 1-gen-2023 | Bibuli, Marco; Ferretti, Roberta; Odetti, Angelo; Aracri, Simona; Caccia, Massimo; Diez, Matteo; Serani, Andrea | |
| 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 | |
| Procedures for maneuverability characterization: From ships to marine robots | 1-gen-2023 | Ferretti, R; Bibuli, M; Bruzzone, G; Caccia, M; Aracri, S; Motta, C; Odetti, A; Diez, M; Serani, Andrea; A, |