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This lecture covers the numerical approximation of partial differential equations, including the Poisson and heat equations, transport phenomena, and incompressible limits. It also discusses examples like ethanol-water interaction and nonlinear mechanical behavior. The class delves into finite differences and finite elements methods, functional analysis, numerical analysis, and computer implementation for PDE solutions.