No AccessTowards Real-Time In-Flight Ice Detection Systems via Computational Aeroacoustics and Machine LearningBeckett Yx Zhou, Nicolas R. Gauger, Jeremiah Hauth, Xun Huan, Myles Morelli and Alberto GuardoneBeckett Yx ZhouTechnical University of KaiserslauternSearch for more papers by this author, Nicolas R. GaugerTechnical University of KaiserslauternSearch for more papers by this author, Jeremiah HauthUniversity of Michigan, Ann ArborSearch for more papers by this author, Xun HuanUniversity of Michigan, Ann ArborSearch for more papers by this author, Myles MorelliTechnical University of MilanSearch for more papers by this author and Alberto GuardoneTechnical University of MilanSearch for more papers by this authorAIAA 2019-3103Session: Aerodynamic Design/Shape Optimization IPublished Online:15 Jun 2019https://doi.org/10.2514/6.2019-3103SectionsRead Now ToolsAdd to favoritesDownload citationTrack citations ShareShare onFacebookTwitterLinked InRedditEmail About Previous chapter Next chapter FiguresReferencesRelatedDetailsSee PDF for referencesCited byA multi-model architecture based on deep learning for aircraft load prediction18 July 2023 | Communications Engineering, Vol. 2, No. 1Neural Network Prediction for Ice Shapes on Airfoils Using iceFoam Simulations12 February 2022 | Aerospace, Vol. 9, No. 2Artificial Neural Network Based Shape Optimization of Supersonic Ejectors in the Critical Flow RegimeSSRN Electronic JournalFast pressure distribution prediction of airfoils using deep learningAerospace Science and Technology, Vol. 105 What's Popular AIAA Aviation 2019 Forum 17-21 June 2019Dallas, Texashttps://doi.org/10.2514/6.2019-3103 CrossmarkInformationCopyright © 2019 by the American Institute of Aeronautics and Astronautics, Inc. All rights reserved. TopicsAeroacousticsAerodynamic PerformanceAerodynamicsAeronauticsAircraft Operations and TechnologyAircraftsAviationAviation SafetyAviation Weather HazardsFlight TestFluid DynamicsMilitary AircraftNon-Combat AircraftTurbulenceTurbulence ModelsWind Tunnels KeywordsComputational AeroacousticsMachine LearningRotorcraftsAerodynamic PerformanceRotor BladesNeural NetworksIcing ConditionsComputational Fluid DynamicsReynolds Averaged Navier StokesAerodynamic CenterPDF Topics Multidisciplinary Design Optimization