Architecture of the VMD-BiGRU-QRNN hybrid deep learning prediction framework (IMAGE)

Tsinghua University Press

Architecture of the VMD-BiGRU-QRNN hybrid deep learning prediction framework

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The flowchart illustrates the three-stage process: VMD modal signal decomposition, BiGRU temporal sequence deterministic prediction, and QRNN probabilistic confidence interval calculation

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Ocean, Tsinghua University Press

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