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Deep Learning-based Algebraic Reynolds Stress Closures for RANS Simulations of Turbulent Flows

Turbulence is ubiquitous in engineering and science, yet direct simulation is prohibitively expensive. The Reynolds-averaged Navier-Stokes (RANS) equations provide savings exceeding ten orders of magnitude but introduce...