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Physics guided wavelet convolutional neural network for wind-induced vibration modeling with application to structural dynamic reliability analysis

Zidong Xu, Hao Wang, Chenxi Xing, Tianyou Tao, Jianxiao Mao, Yun Liu

2023Engineering Structures57 citationsDOI

Topics & Concepts

OverfittingReliability (semiconductor)Computer scienceTurbineWaveletConvolutional neural networkSurrogate modelArtificial neural networkArtificial intelligenceMachine learningEngineeringPower (physics)Mechanical engineeringPhysicsQuantum mechanicsStructural Health Monitoring TechniquesWind and Air Flow StudiesProbabilistic and Robust Engineering Design
Physics guided wavelet convolutional neural network for wind-induced vibration modeling with application to structural dynamic reliability analysis | Litcius