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This lecture delves into the application of Fourier series to solve the Neumann-Poisson problem, where a metal bar is heated at the end points. The instructor explains the process of extending the function, computing Fourier coefficients, and finding the specific solution. Various mathematical observations and examples are provided to illustrate the concepts.