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Surrogate modelling for an aircraft dynamic landing loads simulation using an LSTM AutoEncoder-based dimensionality reduction approach

Michele Lazzara, Max Chevalier, Michele Colombo, Jasone Garay García, Corentin Lapeyre, Olivier Teste

2022Aerospace Science and Technology50 citationsDOIOpen Access PDF

Topics & Concepts

AutoencoderSurrogate modelDimensionality reductionComputer scienceArtificial intelligenceContext (archaeology)Curse of dimensionalityPrincipal component analysisReduction (mathematics)Representation (politics)Machine learningDeep learningPattern recognition (psychology)MathematicsPolitical sciencePoliticsGeometryBiologyLawPaleontologyModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignVehicle Noise and Vibration Control