Anna Ivagnes

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Top Venues

J. Comput. Phys.

Appl. Math. Comput.

J. Open Source Softw.

Publications

Anna Ivagnes, Giovanni Stabile, Gianluigi Rozza
Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms. CoRR (2024)
Anna Ivagnes, Niccolò Tonicello, Paola Cinnella, Gianluigi Rozza
Enhancing non-intrusive Reduced Order Models with space-dependent aggregation methods. CoRR (2024)
Dario Coscia, Anna Ivagnes, Nicola Demo, Gianluigi Rozza
Physics-Informed Neural networks for Advanced modeling. J. Open Source Softw. 8 (87) (2023)
Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
Pressure data-driven variational multiscale reduced order models. J. Comput. Phys. 476 (2023)
Anna Ivagnes, Nicola Demo, Gianluigi Rozza
A shape optimization pipeline for marine propellers by means of reduced order modeling techniques. CoRR (2023)
Anna Ivagnes, Nicola Demo, Gianluigi Rozza
Towards a Machine Learning Pipeline in Reduced Order Modelling for Inverse Problems: Neural Networks for Boundary Parametrization, Dimensionality Reduction and Solution Manifold Approximation. J. Sci. Comput. 95 (1) (2023)
Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
Hybrid data-driven closure strategies for reduced order modeling. Appl. Math. Comput. 448 (2023)
Anna Ivagnes, Nicola Demo, Gianluigi Rozza
Towards a machine learning pipeline in reduced order modelling for inverse problems: neural networks for boundary parametrization, dimensionality reduction and solution manifold approximation. CoRR (2022)
Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
Hybrid Data-Driven Closure Strategies for Reduced Order Modeling. CoRR (2022)
Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
Pressure Data-Driven Variational Multiscale Reduced Order Models. CoRR (2022)