Invited talk delivered by Prof. Chris G. Van de Walle. “First-principles studies of transport and optical properties in sesquioxides”, CECAM Workshop on Reliable and quantitative prediction of defect properties in Ga-based semiconductors, Bremen, Germany, October 8-12, 2018.