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This lecture covers exercises related to thermodynamics, phase diagrams, and mechanical properties in the context of MSE-422 Advanced Metallurgy. It includes topics such as binary and ternary phase diagrams, nucleation and growth, binary eutectics, and diffusion processes. The exercises involve defining melting temperatures, eutectic compositions, and determining phases and compositions of alloys at specific temperatures.