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This lecture covers the nonlinear analysis of structures, focusing on time-stepping methods like the Newmark Method. It discusses selecting time steps, stability conditions, and the use of damping matrices. The instructor explains modeling strategies, benefits of nonlinear analysis, and presents a case study of a 4-story steel building. The lecture concludes with personal remarks on model complexity and performance objectives.