ENG-410: Energy supply, economics and transitionThis course examines energy systems from various angles: available resources, how they can be combined or substituted, their private and social costs, whether they can meet the energy demand, and how
PHYS-467: Machine learning for physicistsMachine learning and data analysis are becoming increasingly central in sciences including physics. In this course, fundamental principles and methods of machine learning will be introduced and practi
PHYS-597: Specialisation semesterStudents have the opportunity to apply their knowledge in a project contributing to specialize them in a physics field. The project can take place in a laboratory at EPFL, in an external laboratory or
ENV-367: Environmental and construction lawCe cours donne aux étudiant-e-s les connaissances de base nécessaires pour comprendre les dimensions juridiques de leur activité professionnelle concernant l'aménagement du territoire et la protection
MGT-418: Convex optimizationThis course introduces the theory and application of modern convex optimization from an engineering perspective.
MSE-101(a): Materials:from chemistry to propertiesCe cours permet l'acquisition des notions essentielles relatives à la structure de la matière, aux équilibres et à la réactivité chimique en liaison avec les propriétés mécaniques, thermiques, électri
MICRO-488: Project in photonicsThe student applies the skills acquired in an academic or industrial research project in the domain of optics and photonics.