A pressure-Poisson objective combined with equality-constrained neural networks and adaptive viscosity enables unsupervised simulation of high-Reynolds-number incompressible flows including spontaneous vortex shedding.
Fornberg, A numerical study of steady viscous flow past a circular cylinder, Journal of Fluid Mechanics 98 (1980) 819–855
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Unsupervised simulation of incompressible flows with physics- and equality- constrained artificial neural networks
A pressure-Poisson objective combined with equality-constrained neural networks and adaptive viscosity enables unsupervised simulation of high-Reynolds-number incompressible flows including spontaneous vortex shedding.