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20192026
most citedDeepXDE: A deep learning library for solving differential equations

2.5k citations · 6.9k across the 23 of their papers we have counts for

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Showing 2023 · physics.flu-dynShow all

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physics.flu-dyn2023★ 10 cited

Solution multiplicity and effects of data and eddy viscosity on Navier-Stokes solutions inferred by physics-informed neural networks

Zhicheng Wang, Xuhui Meng, Xiaomo Jiang +2

Physics-informed neural networks (PINNs) have emerged as a new simulation paradigm for fluid flows and are especially effective for inverse and hybrid problems. However, vanilla PI…