E-LIB Suche - Ergebnisse für: Demo, Nicola

1

Generative adversarial reduced order modelling:

Coscia, Dario ; Demo, Nicola ; Rozza, Gianluigi
Scientific Reports. 14 (2024) 1 - p. , 2024

2

A shape optimization pipeline for marine propellers by mean..:

Ivagnes, Anna ; Demo, Nicola ; Rozza, Gianluigi
International Journal for Numerical Methods in Engineering. 125 (2024) 7 - p. , 2024

Link: https://doi.org/10.1002/..

3

Large-scale graph-machine-learning surrogate models for 3D-..:

Roznowicz, Davide ; Stabile, Giovanni ; Demo, Nicola..
Advanced Modeling and Simulation in Engineering Sciences. 11 (2024) 1 - p. , 2024

Link: https://doi.org/10.1186/..

4

A continuous convolutional trainable filter for modelling u..:

Coscia, Dario ; Meneghetti, Laura ; Demo, Nicola..
Computational Mechanics. 72 (2023) 2 - p. 253-265 , 2023

Link: https://doi.org/10.1007/..

5

Physics-Informed Neural networks for Advancedmodeling:

Coscia, Dario ; Ivagnes, Anna ; Demo, Nicola.
Journal of Open Source Software. 8 (2023) 87 - p. 5352 , 2023

Link: https://doi.org/10.21105..

6

A DeepONet multi-fidelity approach for residual learning in..:

Demo, Nicola ; Tezzele, Marco ; Rozza, Gianluigi
Advanced Modeling and Simulation in Engineering Sciences. 10 (2023) 1 - p. , 2023

Link: https://doi.org/10.1186/..

7

Towards a Machine Learning Pipeline in Reduced Order Modell..:

Ivagnes, Anna ; Demo, Nicola ; Rozza, Gianluigi
Journal of Scientific Computing. 95 (2023) 1 - p. , 2023

Link: https://doi.org/10.1007/..

8

An extended physics informed neural network for preliminary..:

Demo, Nicola ; Strazzullo, Maria ; Rozza, Gianluigi
Computers & Mathematics with Applications. 143 (2023) - p. 383-396 , 2023

Link: https://doi.org/10.1016/..

9

A Dynamic Mode Decomposition Extension for the Forecasting ..:

Andreuzzi, Francesco ; Demo, Nicola ; Rozza, Gianluigi
SIAM Journal on Applied Dynamical Systems. 22 (2023) 3 - p. 2432-2458 , 2023

Link: https://doi.org/10.1137/..

10

A dimensionality reduction approach for convolutional neura..:

Meneghetti, Laura ; Demo, Nicola ; Rozza, Gianluigi
Applied Intelligence. 53 (2023) 19 - p. 22818-22833 , 2023

Link: https://doi.org/10.1007/..

11

An integrated data-driven computational pipeline with model..:

, In: Mathematics in Industry; Novel Mathematics Inspired by Industrial Challenges,

Tezzele, Marco ; Demo, Nicola ; Mola, Andrea. - p. 179-200 , 2022

Link: https://doi.org/10.1007/..

12

The Neural Network shifted-proper orthogonal decomposition:..:

Papapicco, Davide ; Demo, Nicola ; Girfoglio, Michele..
Computer Methods in Applied Mechanics and Engineering. 392 (2022) - p. 114687 , 2022

Link: https://doi.org/10.1016/..

13

A Proper Orthogonal Decomposition Approach for Parameters R..:

, In: 2022 IEEE International Conference on Image Processing (ICIP),

Meneghetti, Laura ; Demo, Nicola ; Rozza, Gianluigi - p. 2206-2210 , 2022

Link: https://doi.org/10.1109/..

14

Hull Shape Design Optimization with Parameter Space and Mod..:

Demo, Nicola ; Tezzele, Marco ; Mola, Andrea.
Journal of Marine Science and Engineering. 9 (2021) 2 - p. 185 , 2021

Link: https://doi.org/10.3390/..

15

A Supervised Learning Approach Involving Active Subspaces f..:

Demo, Nicola ; Tezzele, Marco ; Rozza, Gianluigi
SIAM Journal on Scientific Computing. 43 (2021) 3 - p. B831-B853 , 2021

Link: https://doi.org/10.1137/..