MATH-329: Continuous optimizationThis course introduces students to continuous, nonlinear optimization. We study the theory of optimization with continuous variables (with full proofs), and we analyze and implement important algorith
AR-202(r): Studio BA4 (Gay et Menzel)The studio focusses on contextual imaginary. Developing narratives, inspired both by the site and by the student's imagination leads to a theme sustaining the project. The narrative helps the student
ME-390: Foundations of artificial intelligenceThis course provides the students with 1) a set of theoretical concepts to understand the machine learning approach; and 2) a subset of the tools to use this approach for problems arising in mechanica
MATH-436: Homotopical algebraThis course will provide an introduction to model category theory, which is an abstract framework for generalizing homotopy theory beyond topological spaces and continuous maps. We will study numerous
EE-411: Fundamentals of inference and learningThis is an introductory course in the theory of statistics, inference, and machine learning, with an emphasis on theoretical understanding & practical exercises. The course will combine, and alternat
CIVIL-309: Urban ThermodynamicsThe course analyzes urban neighborhoods from a thermodynamics perspective, focusing on heat exchange among buildings, vegetation, water, ground, environment, and people. Agroup project highlights the
ME-331: Solid mechanicsModel the behavior of elastic, viscoelastic, and inelastic solids both in the infinitesimal and finite-deformation regimes.
