most citedDeep learning based on PINN for solving 2 D0F vortex induced vibration of cylinder with high Reynolds number

2 citations · 4 across the 2 of their papers we have counts for

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2 papers

physics.flu-dyn2021★ 2 cited

Deep learning based on mixed-variable physics informed neural network for solving fluid dynamics without simulation data

Guang-Tao Zhang, Chen Cheng, Shu-dong Liu +2

Deep learning method has attracted tremendous attention to handle fluid dynamics in recent years. However, the deep learning method requires much data to guarantee the generalizati…

physics.flu-dyn2021★ 2 cited

Deep learning based on PINN for solving 2 D0F vortex induced vibration of cylinder with high Reynolds number

Chen Cheng, Peng-Fei Xu, Yong-Zheng Li +1

Vortex-induced vibration (VIV) exists widely in natural and industrial fields. The main approaches for solving VIV problems are numerical simulations and experimental methods. Howe…