Anna Ivagnes - RankMe

17 papers Journal 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient and Accurate Surrogate Modeling of Turbulent Flows via Space-Dependent Aggregation and Reduced Order Models. CoRR Piero Zappi, Anna Ivagnes, Niccolò Tonicello, Gianluigi Rozza
2026	J	`jnl`	Reinforcement Learning-Based Filters for Convection-Dominated Flows: Reference-Free and Reference-Guided Training. CoRR Anna Ivagnes, Maria Strazzullo, Gianluigi Rozza
2026	J	`jnl`	StabOp: A Data-Driven Stabilization Operator for Reduced Order Modeling. CoRR Ping-Hsuan Tsai, Anna Ivagnes, Annalisa Quaini, Traian Iliescu, Gianluigi Rozza
2025	J	`jnl`	A new data-driven energy-stable Evolve-Filter-Relax model for turbulent flow simulation. CoRR Anna Ivagnes, Toby van Gastelen, Syver Døving Agdestein, Benjamin Sanderse, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	Data-driven Closure Strategies for Parametrized Reduced Order Models via Deep Operator Networks. CoRR Anna Ivagnes, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	Data-driven Optimization for the Evolve-Filter-Relax regularization of convection-dominated flows. CoRR Anna Ivagnes, Maria Strazzullo, Michele Girfoglio, Traian Iliescu, Gianluigi Rozza
2025	J	`jnl`	Machine Learning-based quadratic closures for non-intrusive Reduced Order Models. CoRR Gabriele Codega, Anna Ivagnes, Nicola Demo, Gianluigi Rozza
2024	J	`jnl`	Enhancing non-intrusive Reduced Order Models with space-dependent aggregation methods. CoRR Anna Ivagnes, Niccolò Tonicello, Paola Cinnella, Gianluigi Rozza
2024	J	`jnl`	Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms. CoRR Anna Ivagnes, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	A shape optimization pipeline for marine propellers by means of reduced order modeling techniques. CoRR Anna Ivagnes, Nicola Demo, Gianluigi Rozza
2023	J	`jnl`	Hybrid data-driven closure strategies for reduced order modeling. Appl. Math. Comput. Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
2023	J	`jnl`	Physics-Informed Neural networks for Advanced modeling. J. Open Source Softw. Dario Coscia, Anna Ivagnes, Nicola Demo, Gianluigi Rozza
2023	J	`jnl`	Pressure data-driven variational multiscale reduced order models. J. Comput. Phys. Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
2023	J	`jnl`	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. Anna Ivagnes, Nicola Demo, Gianluigi Rozza
2022	J	`jnl`	Hybrid Data-Driven Closure Strategies for Reduced Order Modeling. CoRR Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
2022	J	`jnl`	Pressure Data-Driven Variational Multiscale Reduced Order Models. CoRR Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
2022	J	`jnl`	Towards a machine learning pipeline in reduced order modelling for inverse problems: neural networks for boundary parametrization, dimensionality reduction and solution manifold approximation. CoRR Anna Ivagnes, Nicola Demo, Gianluigi Rozza