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Research on joint training strategy for 3D convolutional neural network based near-field acoustical holography with optimized hyperparameters

Jiaxuan Wang, Zhifu Zhang, Zhuang Li, Qibai Huang

2022Measurement12 citationsDOI

Topics & Concepts

HyperparameterConvolutional neural networkJoint (building)Acoustic holographyAutoencoderComputer scienceArtificial neural networkField (mathematics)Sampling (signal processing)InverseAlgorithmArtificial intelligenceHolographyMathematicsEngineeringComputer visionStructural engineeringOpticsPhysicsGeometryFilter (signal processing)Pure mathematicsAerodynamics and Acoustics in Jet FlowsAcoustic Wave Phenomena ResearchStructural Health Monitoring Techniques
Research on joint training strategy for 3D convolutional neural network based near-field acoustical holography with optimized hyperparameters | Litcius