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@article{DBLP:journals/corr/abs-2403-05710,
  author       = {Anna Ivagnes and
                  Niccol{\`{o}} Tonicello and
                  Paola Cinnella and
                  Gianluigi Rozza},
  title        = {Enhancing non-intrusive Reduced Order Models with space-dependent
                  aggregation methods},
  journal      = {CoRR},
  volume       = {abs/2403.05710},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.05710},
  doi          = {10.48550/ARXIV.2403.05710},
  eprinttype    = {arXiv},
  eprint       = {2403.05710},
  timestamp    = {Thu, 04 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-05710.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2406-04169,
  author       = {Anna Ivagnes and
                  Giovanni Stabile and
                  Gianluigi Rozza},
  title        = {Parametric Intrusive Reduced Order Models enhanced with Machine Learning
                  Correction Terms},
  journal      = {CoRR},
  volume       = {abs/2406.04169},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.04169},
  doi          = {10.48550/ARXIV.2406.04169},
  eprinttype    = {arXiv},
  eprint       = {2406.04169},
  timestamp    = {Fri, 05 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-04169.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/amc/IvagnesSMIR23,
  author       = {Anna Ivagnes and
                  Giovanni Stabile and
                  Andrea Mola and
                  Traian Iliescu and
                  Gianluigi Rozza},
  title        = {Hybrid data-driven closure strategies for reduced order modeling},
  journal      = {Appl. Math. Comput.},
  volume       = {448},
  pages        = {127920},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.amc.2023.127920},
  doi          = {10.1016/J.AMC.2023.127920},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/amc/IvagnesSMIR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jcphy/IvagnesSMIR23,
  author       = {Anna Ivagnes and
                  Giovanni Stabile and
                  Andrea Mola and
                  Traian Iliescu and
                  Gianluigi Rozza},
  title        = {Pressure data-driven variational multiscale reduced order models},
  journal      = {J. Comput. Phys.},
  volume       = {476},
  pages        = {111904},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.jcp.2022.111904},
  doi          = {10.1016/J.JCP.2022.111904},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcphy/IvagnesSMIR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jossw/CosciaIDR23,
  author       = {Dario Coscia and
                  Anna Ivagnes and
                  Nicola Demo and
                  Gianluigi Rozza},
  title        = {Physics-Informed Neural networks for Advanced modeling},
  journal      = {J. Open Source Softw.},
  volume       = {8},
  number       = {87},
  pages        = {5352},
  year         = {2023},
  url          = {https://doi.org/10.21105/joss.05352},
  doi          = {10.21105/JOSS.05352},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jossw/CosciaIDR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jscic/IvagnesDR23,
  author       = {Anna Ivagnes and
                  Nicola Demo and
                  Gianluigi Rozza},
  title        = {Towards a Machine Learning Pipeline in Reduced Order Modelling for
                  Inverse Problems: Neural Networks for Boundary Parametrization, Dimensionality
                  Reduction and Solution Manifold Approximation},
  journal      = {J. Sci. Comput.},
  volume       = {95},
  number       = {1},
  pages        = {23},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10915-023-02142-4},
  doi          = {10.1007/S10915-023-02142-4},
  timestamp    = {Sat, 13 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jscic/IvagnesDR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2305-07515,
  author       = {Anna Ivagnes and
                  Nicola Demo and
                  Gianluigi Rozza},
  title        = {A shape optimization pipeline for marine propellers by means of reduced
                  order modeling techniques},
  journal      = {CoRR},
  volume       = {abs/2305.07515},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.07515},
  doi          = {10.48550/ARXIV.2305.07515},
  eprinttype    = {arXiv},
  eprint       = {2305.07515},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-07515.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2205-15118,
  author       = {Anna Ivagnes and
                  Giovanni Stabile and
                  Andrea Mola and
                  Traian Iliescu and
                  Gianluigi Rozza},
  title        = {Pressure Data-Driven Variational Multiscale Reduced Order Models},
  journal      = {CoRR},
  volume       = {abs/2205.15118},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.15118},
  doi          = {10.48550/ARXIV.2205.15118},
  eprinttype    = {arXiv},
  eprint       = {2205.15118},
  timestamp    = {Wed, 01 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-15118.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2207-10531,
  author       = {Anna Ivagnes and
                  Giovanni Stabile and
                  Andrea Mola and
                  Traian Iliescu and
                  Gianluigi Rozza},
  title        = {Hybrid Data-Driven Closure Strategies for Reduced Order Modeling},
  journal      = {CoRR},
  volume       = {abs/2207.10531},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.10531},
  doi          = {10.48550/ARXIV.2207.10531},
  eprinttype    = {arXiv},
  eprint       = {2207.10531},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-10531.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2210-14764,
  author       = {Anna Ivagnes and
                  Nicola Demo and
                  Gianluigi Rozza},
  title        = {Towards a machine learning pipeline in reduced order modelling for
                  inverse problems: neural networks for boundary parametrization, dimensionality
                  reduction and solution manifold approximation},
  journal      = {CoRR},
  volume       = {abs/2210.14764},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.14764},
  doi          = {10.48550/ARXIV.2210.14764},
  eprinttype    = {arXiv},
  eprint       = {2210.14764},
  timestamp    = {Wed, 02 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-14764.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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