DIEZ, MATTEO
DIEZ, MATTEO
Istituto di iNgegneria del Mare - INM (ex INSEAN)
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
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
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
Advanced Experiments on Gaussian Process-based Multi-fidelity Methods over Diverse Mathematical Characteristics
2022 Yildiz, S; Pehlivansolak, H; Diez, M; Goren, O; Nikbay, 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
Experimental and CFD Study of KCS Turning Circles in Waves
2022 Stern, Frederick; Sanada, Yugo; Park, Sungtek; Wang, Zhaoyuan; Yasukawa, Hironori; Diez, Matteo; Quadvlieg, Frans; Bedos, Antoine
Experimental and computational fluid-structure interaction analysis and optimization of deep-V planing-hull grillage panels subject to slamming loads - Part I: Regular waves
2022 Diez, Matteo; Lee Evan, J; Harrison Emily, L; Powers Ann Marie, R; Snyder Lawrence, A; Jiang Minyee, J; Bay Raymond, J; Lewis Richard, R; Kubina Eric, R; Mucha, Philipp; Stern, Frederick
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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 | |
| 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, | |
| Procedures for Manoeuvrability Characterization: From Ships to Marine Robots | 1-gen-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 | 1-gen-2023 | Serani, Andrea; Broglia, Riccardo; Diez, Matteo | |
| A Data Clustering Approach to Identifying Slamming Types in Irregular Waves | 1-gen-2022 | Diez, M; Serani, A; Stern, F | |
| 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 | |
| Adaptive Multi-fidelity Surrogate Modelling for High-quality Shape Optimization | 1-gen-2022 | Wackers, J; Solak, Hp; Visonneau, M; Pellegrini, R; Serani, A; Diez, M | |
| Advanced Experiments on Gaussian Process-based Multi-fidelity Methods over Diverse Mathematical Characteristics | 1-gen-2022 | Yildiz, S; Pehlivansolak, H; Diez, M; Goren, O; Nikbay, M | |
| Analytical Benchmark Problems for Multifidelity Optimization Methods | 1-gen-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 | |
| Experimental and CFD Study of KCS Turning Circles in Waves | 1-gen-2022 | Stern, Frederick; Sanada, Yugo; Park, Sungtek; Wang, Zhaoyuan; Yasukawa, Hironori; Diez, Matteo; Quadvlieg, Frans; Bedos, Antoine | |
| Experimental and computational fluid-structure interaction analysis and optimization of deep-V planing-hull grillage panels subject to slamming loads - Part I: Regular waves | 1-gen-2022 | Diez, Matteo; Lee Evan, J; Harrison Emily, L; Powers Ann Marie, R; Snyder Lawrence, A; Jiang Minyee, J; Bay Raymond, J; Lewis Richard, R; Kubina Eric, R; Mucha, Philipp; Stern, Frederick |