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Explore a 55-minute seminar lecture examining how out-of-equilibrium fluxes influence the self-organization of turbulence in fluid dynamics. Delve into the fascinating phenomenon of turbulence self-organization in flows with two sign-definite conserved quantities, focusing on the emergence and sustainability of coherent flow condensates. Learn about the behavior of rapidly rotating shallow fluid layers under gravity's influence, characterized by the Rossby deformation radius parameter. Discover the unexpected organizational principles in Local Quasi-Geostrophic (LQG) regime, where the condensate area is determined by the relationship between forcing scale and UV cutoff. Understand how different flow configurations emerge, including bi-stability regions and spontaneous symmetry breaking in the thermodynamic limit, through Professor Anna Frishman's detailed examination of spatial distribution of conserved quantity fluxes.