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Jin-Yi Ren

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Sep 2026

Sparse-sensor flow reconstruction and motion prediction during water exit of an underwater-launched vehicle

Real-time monitoring of the complex hydrodynamic states of underwater-launched vehicles during water-exit processes remains challenging due to highly nonlinear multiphase evolution, wake instability, and strong fluid–structure coupling. In this study, a physics-guided sparse sensing framework is developed to establish...

Jin-Yi Ren, Yao Shi, Shan Gao et al. · 0 citations

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