Spin-cast polymer film formation is a nonequilibrium process controlled by competing hydrodynamic flow and solvent evaporation. By incorporating time-dependent viscosity into a spin-casting model, we identify a crossover point where hydrodynamic thinning becomes negligible. The film thickness at this crossover serves as a robust indicator of the final dried thickness, providing a unified physical framework…