Publications

@article{immordino2025predicting,
  title={Predicting transonic flowfields in non--homogeneous unstructured grids using autoencoder graph convolutional networks},
  author={Immordino, Gabriele and Vaiuso, Andrea and Da Ronch, Andrea and Righi, Marcello},
  journal={Journal of Computational Physics},
  volume={524},
  pages={113708},
  year={2025},
  publisher={Academic Press}
}

@article{immordino2025parametric,
  title={Parametric Nonlinear Volterra Series via Machine Learning: Transonic Aerodynamics},
  author={Immordino, Gabriele and Da Ronch, Andrea and Righi, Marcello},
  journal={Journal of Aircraft},
  pages={1--18},
  year={2025},
  publisher={American Institute of Aeronautics and Astronautics}
}

@inproceedings{massegur2025graph,
  title={Graph-Convolutional Autoencoder Frameworks for Aerodynamic Shape Predictions of the Agard Wing},
  author={Massegur Sampietro, David and Immordino, Gabriele and Vaiuso, Andrea and Da Ronch, Andrea and Righi, Marcello},
  booktitle={AIAA SCITECH 2025 Forum},
  pages={0885},
  year={2025}
}

@inproceedings{coppotelli2025experimental,
  title={Experimental Characterization of the Flutter Behavior of a Very Flexible Wing},
  author={Coppotelli, Giuliano and Sbarra, Roberto G and Onofri, Ludovica and Righi, Marcello and Immordino, Gabriele and Da Ronch, Andrea},
  booktitle={AIAA SCITECH 2025 Forum},
  pages={1019},
  year={2025}
}

@article{vaiuso2025multi,
  title={Multi-fidelity Transonic Aerodynamic Loads Estimation using Bayesian Neural Networks with Transfer Learning},
  author={Vaiuso, Andrea and Immordino, Gabriele and Righi, Marcello and Da Ronch, Andrea},
  journal={Aerospace Science and Technology},
  pages={110301},
  year={2025},
  publisher={Elsevier}
}

@article{immordino2025spatio,
  title={Spatio-temporal Graph Convolutional Autoencoder for Transonic Wing Pressure Distribution Forecasting},
  author={Immordino, Gabriele and Vaiuso, Andrea and Da Ronch, Andrea and Righi, Marcello},
  journal={Aerospace Science and Technology},
  pages={110516},
  year={2025},
  publisher={Elsevier}
}

@article{vaiuso2025methods,
  title={Methods for Multi-objective Optimization PID Controller for quadrotor UAVs},
  author={Vaiuso, Andrea and Immordino, Gabriele and Onofri, Ludovica and Coppotelli, Giuliano and Righi, Marcello},
  journal={arXiv preprint arXiv:2509.17423},
  year={2025}
}

@phdthesis{immordino2025data,
  title={Data-driven modelling of nonlinear aerodynamics in high-speed aircraft using machine learning},
  author={Immordino, Gabriele},
  year={2025},
  school={University of Southampton}
}

@inproceedings{righi2024experimental,
  title={Experimental Characterization of Flutter and LCO of a Very Flexible Wing},
  author={Righi, Marcello and Coppotelli, Giuliano and Immordino, Gabriele and Da Ronch, Andrea and Onofri, Ludovica and Sbarra, Roberto and Romano, Giampaolo},
  booktitle={AIAA SCITECH 2024 Forum},
  pages={0831},
  year={2024}
}

@article{immordino2024steady,
  title={Steady-state transonic flowfield prediction via deep-learning framework},
  author={Immordino, Gabriele and Da Ronch, Andrea and Righi, Marcello},
  journal={AIAA Journal},
  volume={62},
  number={5},
  pages={1915--1931},
  year={2024},
  publisher={American Institute of Aeronautics and Astronautics}
}

@article{vaiuso2024multi,
  title={Multi-Fidelity Bayesian Neural Network for Uncertainty Quantification in Transonic Aerodynamic Loads},
  author={Vaiuso, Andrea and Immordino, Gabriele and Righi, Marcello and Da Ronch, Andrea},
  journal={arXiv preprint arXiv:2407.05684},
  year={2024}
}

@article{immordino2024generative,
  title={Generative Spatio-temporal GraphNet for Transonic Wing Pressure Distribution Forecasting},
  author={Immordino, Gabriele and Vaiuso, Andrea and Da Ronch, Andrea and Righi, Marcello},
  journal={arXiv preprint arXiv:2411.11592},
  year={2024}
}

@inproceedings{chwalowski2024flutter,
  title={Flutter prediction report in support of the high angle working group at the third aeroelastic prediction workshop},
  author={Chwalowski, Pawel and Stanford, Bret and Jacobson, Kevin and Poplingher, Lior and Raveh, Daniella E and Jirasek, Adam and Pagliuca, Giampaolo and Marcello, Righi},
  booktitle={AIAA SciTech 2024 Forum},
  pages={0418},
  year={2024}
}

@inproceedings{da2023preliminary,
  title={A Preliminary Investigation into Icing Accretion around a Wavy Leading-edge Wing},
  author={Da Ronch, Andrea and Immordino, Gabriele and Kim, Jae Wook},
  booktitle={AIAA SCITECH 2023 Forum},
  pages={2459},
  year={2023}
}

@inproceedings{immordino2023deep,
  title={Deep--learning framework for aircraft aerodynamics prediction},
  author={Immordino, Gabriele and Da Ronch, Andrea and Righi, Marcello},
  booktitle={AIAA AVIATION 2023 Forum},
  pages={3846},
  year={2023}
}

@inproceedings{righi2022rom,
  title={ROM-Based Uncertainties Quantification of Flutter Speed Prediction of the BSCW Wing},
  author={Righi, Marcello and D{\"u}zel, Sven and Anderegg, David and Da Ronch, Andrea and Massegur Sampietro, David and Soukhmane, Issam},
  booktitle={AIAA SCITECH 2022 Forum},
  pages={0179},
  year={2022}
}

@phdthesis{immordino2020dynamic,
  title={Dynamic Stall A Computational Fluid Dynamics Study},
  author={Immordino, Gabriele},
  year={2020},
  school={University of Southampton}
}