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Nonlinear time-dependent mapping model for shm data utilizing gan-based imputation and LSTM for uncertainty quantification

Huachen Jiang, Mengjin Sun, Juewei Cai, Huayong Wu, Rongxin Zhao, Yun Xing, Feng Wang, Weilei Yu

2025Structures12 citationsDOI

Topics & Concepts

Nonlinear systemStructural health monitoringImputation (statistics)Computer scienceNonlinear modelData miningUncertainty quantificationArtificial intelligenceMachine learningPhysicsEngineeringStructural engineeringMissing dataQuantum mechanicsSeismic Imaging and Inversion TechniquesStructural Health Monitoring TechniquesImage and Signal Denoising Methods
Nonlinear time-dependent mapping model for shm data utilizing gan-based imputation and LSTM for uncertainty quantification | Litcius