DIEZ, MATTEO
DIEZ, MATTEO
Istituto di iNgegneria del Mare - INM (ex INSEAN)
Simple vs Complex: Evaluating Deep Learning Architectures for Decomposition-Based Electrical Load Time Series Forecasting
2026 Fazzini, Paolo; La Tona, Giuseppe; Montuori, Marco; Diez, Matteo; Di Piazza, Maria Carmela
Analysis, Forecasting, and System Identification of a Floating Offshore Wind Turbine Using Dynamic Mode Decomposition
2025 Palma, Giorgio; Bardazzi, Andrea; Lucarelli, Alessia; Pilloton, Chiara; Serani, Andrea; Lugni, Claudio; Diez, Matteo
Bayesian Hankel dynamic mode decomposition for ship motion digital twinning
2025 Palma, Giorgio; Serani, Andrea; Aram, Shawn; Wundrow, David W.; Drazen, David; Diez, Matteo
Data-driven forecasting of ship motions in waves using machine learning and dynamic mode decomposition
2025 Diez, M.; Gaggero, M.; Serani, A.
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.
Digital twins for intelligent cities: the case study of Matera
2025 DE BENEDICTIS, Riccardo; Cesta, Amedeo; Pellegrini, Riccardo; Diez, Matteo; Pinto, DIEGO MARIA; Ventura, Paolo; Stecca, Giuseppe; Felici, Giovanni; Scalas, Andreas; Mortara, Michela; Cabiddu, Daniela; Pittaluga, Simone; Spagnuolo, Michela; Silvestri, Stefano; Damiano, Emanuele; Sicuranza, Mario; Ciampi, Mario; Tognola, Gabriella; Strambini, Lucanos; Malvezzi, Roberto; Presta, Ida G.; Camardelli, Marialucia; Castelli, Giordana; Campana, EMILIO FORTUNATO
Enhanced forecasting of shipboard electrical power demand using multivariate input and variational mode decomposition with mode selection
2025 Fazzini, Paolo; La Tona, Giuseppe; Diez, Matteo; Di Piazza, Maria Carmela
Enhanced Multi-Step Ahead Forecasting of Electrical Power Demand Using Neighborhood-Constrained Decomposition Strategy
2025 Fazzini, Paolo; La Tona, Giuseppe; Diez, Matteo; Di Piazza, Maria Carmela
Full-Scale RANS Validation of Multi-Fidelity Bow Optimization for a RoRo Cargo Ship
2025 Del Buono, A.; Broglia, R.; Serani, A.; Diez, M.; Maione, A.; Cervicato, C.
Model-free system identification of surface ships in waves via Hankel dynamic mode decomposition with control
2025 Palma, Giorgio; Serani, Andrea; Aram, Shawn; Wundrow, David W.; Drazen, David; Diez, Matteo
NCD-Pred: Forecasting Multichannel Shipboard Electrical Power Demand Using Neighborhood-Constrained VMD
2025 Fazzini, Paolo; La Tona, Giuseppe; Montuori, Marco; Diez, Matteo; Di Piazza, Maria Carmela
Physical analysis methods for planing hull turning circles
2025 Wang, Zhaoyuan; Park, Sungtek; Milano, Christian; Sanada, Yugo; Ozturk Sarigul, Deniz; Stern, Frederick; Gunderson, Andrew; Scherer, John; Yasukawa, Hironori; Diez, Matteo
System Identification of a Moored ASV with Recessed Moon Pool via Deterministic and Bayesian Hankel-DMDc
2025 Palma, Giorgio; Santic, Ivan; Serani, Andrea; Minno, Lorenzo; Diez, Matteo
6DoF CFD Analysis for High-Speed Small Craft in Free Running Conditions
2024 Park, Sungtek; Wang, Zhaoyuan; Milano, Christian; Stern, Frederick; Gunderson, Andrew; Scherer, John; Yasukawa, Hironori; Diez, Matteo
Aerodynamic shape optimization in transonic conditions through parametric model embedding
2024 Serani, Andrea; Diez, Matteo; Quagliarella, Domenico
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 Fluid-Structure Interaction Optimization for Weight Reduction of High-Speed Small Craft
2024 Pellegrini, R.; Diez, M.; Kubina, E. R.; Stern, F.
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.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Simple vs Complex: Evaluating Deep Learning Architectures for Decomposition-Based Electrical Load Time Series Forecasting | 1-gen-2026 | Fazzini, Paolo; La Tona, Giuseppe; Montuori, Marco; Diez, Matteo; Di Piazza, Maria Carmela | |
| Analysis, Forecasting, and System Identification of a Floating Offshore Wind Turbine Using Dynamic Mode Decomposition | 1-gen-2025 | Palma, Giorgio; Bardazzi, Andrea; Lucarelli, Alessia; Pilloton, Chiara; Serani, Andrea; Lugni, Claudio; Diez, Matteo | |
| Bayesian Hankel dynamic mode decomposition for ship motion digital twinning | 1-gen-2025 | Palma, Giorgio; Serani, Andrea; Aram, Shawn; Wundrow, David W.; Drazen, David; Diez, Matteo | |
| Data-driven forecasting of ship motions in waves using machine learning and dynamic mode decomposition | 1-gen-2025 | Diez, M.; Gaggero, M.; Serani, A. | |
| 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. | |
| Digital twins for intelligent cities: the case study of Matera | 1-gen-2025 | DE BENEDICTIS, Riccardo; Cesta, Amedeo; Pellegrini, Riccardo; Diez, Matteo; Pinto, DIEGO MARIA; Ventura, Paolo; Stecca, Giuseppe; Felici, Giovanni; Scalas, Andreas; Mortara, Michela; Cabiddu, Daniela; Pittaluga, Simone; Spagnuolo, Michela; Silvestri, Stefano; Damiano, Emanuele; Sicuranza, Mario; Ciampi, Mario; Tognola, Gabriella; Strambini, Lucanos; Malvezzi, Roberto; Presta, Ida G.; Camardelli, Marialucia; Castelli, Giordana; Campana, EMILIO FORTUNATO | |
| Enhanced forecasting of shipboard electrical power demand using multivariate input and variational mode decomposition with mode selection | 1-gen-2025 | Fazzini, Paolo; La Tona, Giuseppe; Diez, Matteo; Di Piazza, Maria Carmela | |
| Enhanced Multi-Step Ahead Forecasting of Electrical Power Demand Using Neighborhood-Constrained Decomposition Strategy | 1-gen-2025 | Fazzini, Paolo; La Tona, Giuseppe; Diez, Matteo; Di Piazza, Maria Carmela | |
| Full-Scale RANS Validation of Multi-Fidelity Bow Optimization for a RoRo Cargo Ship | 1-gen-2025 | Del Buono, A.; Broglia, R.; Serani, A.; Diez, M.; Maione, A.; Cervicato, C. | |
| Model-free system identification of surface ships in waves via Hankel dynamic mode decomposition with control | 1-gen-2025 | Palma, Giorgio; Serani, Andrea; Aram, Shawn; Wundrow, David W.; Drazen, David; Diez, Matteo | |
| NCD-Pred: Forecasting Multichannel Shipboard Electrical Power Demand Using Neighborhood-Constrained VMD | 1-gen-2025 | Fazzini, Paolo; La Tona, Giuseppe; Montuori, Marco; Diez, Matteo; Di Piazza, Maria Carmela | |
| Physical analysis methods for planing hull turning circles | 1-gen-2025 | Wang, Zhaoyuan; Park, Sungtek; Milano, Christian; Sanada, Yugo; Ozturk Sarigul, Deniz; Stern, Frederick; Gunderson, Andrew; Scherer, John; Yasukawa, Hironori; Diez, Matteo | |
| System Identification of a Moored ASV with Recessed Moon Pool via Deterministic and Bayesian Hankel-DMDc | 1-gen-2025 | Palma, Giorgio; Santic, Ivan; Serani, Andrea; Minno, Lorenzo; Diez, Matteo | |
| 6DoF CFD Analysis for High-Speed Small Craft in Free Running Conditions | 1-gen-2024 | Park, Sungtek; Wang, Zhaoyuan; Milano, Christian; Stern, Frederick; Gunderson, Andrew; Scherer, John; Yasukawa, Hironori; Diez, Matteo | |
| Aerodynamic shape optimization in transonic conditions through parametric model embedding | 1-gen-2024 | Serani, Andrea; Diez, Matteo; Quagliarella, Domenico | |
| 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 Fluid-Structure Interaction Optimization for Weight Reduction of High-Speed Small Craft | 1-gen-2024 | Pellegrini, R.; Diez, M.; Kubina, E. R.; Stern, F. | |
| 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. |