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A hybrid method based on proper orthogonal decomposition and deep neural networks for flow and heat field reconstruction

Xiaoyu Zhao, Xiaoqian Chen, Zhiqiang Gong, Wen Yao, Yunyang Zhang

2024Expert Systems with Applications28 citationsDOI

Topics & Concepts

InterpretabilityLeverage (statistics)Computer scienceArtificial neural networkBottleneckField (mathematics)Mathematical optimizationOptimization problemDeep learningAlgorithmArtificial intelligenceMachine learningMathematicsEmbedded systemPure mathematicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFlow Measurement and Analysis
A hybrid method based on proper orthogonal decomposition and deep neural networks for flow and heat field reconstruction | Litcius