Demo, Nicola
Demo, Nicola
Advances in reduced order methods for parametric industrial problems in computational fluid dynamics
2018-01-01 Rozza, Gianluigi; Malik, Muhammad Haris; Demo, Nicola; Tezzele, Marco; Girfoglio, Michele; Stabile, Giovanni; Mola, Andrea
A complete data-driven framework for the efficient solution of parametric shape design and optimisation in naval engineering problems
2019-01-01 Demo, Nicola; Tezzele, Marco; Mola, Andrea; Rozza, Gianluigi
An efficient computational framework for naval shape design and optimization problems by means of data-driven reduced order modeling techniques
2021-01-01 Demo, Nicola; Ortali, Giulio; Gustin, Gianluca; Rozza, Gianluigi; Lavini, Gianpiero
An efficient shape parametrisation by free-form deformation enhanced by active subspace for hull hydrodynamic ship design problems in open source environment
2018-01-01 Demo, Nicola; Tezzele, Marco; Mola, Andrea; Rozza, Gianluigi
Enhancing CFD predictions in shape design problems by model and parameter space reduction
2020-01-01 Tezzele, M.; Demo, N.; Stabile, G.; Mola, A.; Rozza, G.
Hull Shape Design Optimization with Parameter Space and Model Reductions, and Self-Learning Mesh Morphing
2021-01-01 Demo, Nicola; Tezzele, Marco; Mola, Andrea; Rozza, Gianluigi
Increasing speedup of naval hull workflow optimization using Reduced Order Methods
2016-12-16 Demo, Nicola
Model order reduction by means of active subspaces and dynamic mode decomposition for parametric hull shape design hydrodynamics
2018-01-01 Tezzele, Marco; Demo, Nicola; Gadalla, Mahmoud Gamal Ali Salem; Mola, Andrea; Rozza, Gianluigi
The Neural Network shifted-proper orthogonal decomposition: A machine learning approach for non-linear reduction of hyperbolic equations
2022-01-01 Papapicco, Davide; Demo, Nicola; Girfoglio, Michele; Stabile, Giovanni; Rozza, Gianluigi
A non-intrusive approach for the reconstruction of POD modal coefficients through active subspaces
2019-01-01 Demo, Nicola; Tezzele, Marco; Rozza, Gianluigi
PyGeM: Python Geometrical Morphing
2021-01-01 Tezzele, M.; Demo, N.; Mola, A.; Rozza, G.
Shape Optimization by means of Proper Orthogonal Decomposition and Dynamic Mode Decomposition
2018-01-01 Demo, Nicola; Tezzele, Marco; Gustin, Gianluca; Lavini, Gianpiero; Rozza, Gianluigi
Shape optimization through proper orthogonal decomposition with interpolation and dynamic mode decomposition enhanced by active subspaces
2019-01-01 Tezzele, Marco; Demo, Nicola; Rozza, Gianluigi
A supervised learning approach involving active subspaces for an efficient genetic algorithm in high-dimensional optimization problems
2021-01-01 Demo, N.; Tezzele, M.; Rozza, G.