Anna Ivagnes

According to our database, Anna Ivagnes authored at least 8 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms.

Anna Ivagnes, Giovanni Stabile, Gianluigi Rozza

CoRR, 2024

Enhancing non-intrusive Reduced Order Models with space-dependent aggregation methods.

Anna Ivagnes, Niccolò Tonicello, Paola Cinnella, Gianluigi Rozza

CoRR, 2024

2023

Hybrid data-driven closure strategies for reduced order modeling.

Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza

Appl. Math. Comput., July, 2023

PINA: Physics-Informed Neural networks for Advanced modeling.

Dario Coscia, Anna Ivagnes, Nicola Demo, Gianluigi Rozza

Dataset, July, 2023

Towards a Machine Learning Pipeline in Reduced Order Modelling for Inverse Problems: Neural Networks for Boundary Parametrization, Dimensionality Reduction and Solution Manifold Approximation.

Anna Ivagnes, Nicola Demo, Gianluigi Rozza

J. Sci. Comput., April, 2023

Pressure data-driven variational multiscale reduced order models.

Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza

J. Comput. Phys., March, 2023

Physics-Informed Neural networks for Advanced modeling.

Dario Coscia, Anna Ivagnes, Nicola Demo, Gianluigi Rozza

J. Open Source Softw., 2023

A shape optimization pipeline for marine propellers by means of reduced order modeling techniques.

Anna Ivagnes, Nicola Demo, Gianluigi Rozza

CoRR, 2023