most citedPhysics Informed Neural Networks (PINNs) as intelligent computing technique for solving partial differential equations: Limitation and Future prospects

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physics.flu-dyn2026

Optimization-Based Discovery of A Non-Attracting Flow State in An Oscillating-Cylinder Wake

Daiwei Dong, Wenbo Cao, Wei Suo +2

In the flow past a stationary circular cylinder, the classical Karman vortex street arises from a Hopf bifurcation of the steady flow at the critical Reynolds number. Although this…