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This lecture delves into the world of materials modelling, exploring the prediction and design of material and molecular properties through computation. The instructor discusses the theoretical and computational strategies used to study structural and spectroscopic properties, as well as the impact of isotopic purification in 2D materials. The lecture also covers the prediction of defects, coherence time calculations, and quantum simulations on quantum computers.