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This lecture covers courses and master projects offered in Autumn 2021 by the EESD department at EPFL. Topics include nonlinear analysis of structures, research skills for Master students, image processing for civil engineering, and master projects focusing on seismic vulnerability assessment and masonry structures analysis.