MGT-483: Optimal decision makingThis course introduces the theory and applications of optimization. We develop tools and concepts of optimization and decision analysis that enable managers in manufacturing, service operations, marke
MGT-416: Causal inferenceStudents will learn the core concepts and techniques of network analysis with emphasis on causal inference. Theory and
application will be balanced, with students working directly with network data th
COM-502: Dynamical system theory for engineersLinear and nonlinear dynamical systems are found in all fields of science and engineering. After a short review of linear system theory, the class will explain and develop the main tools for the quali
MGT-505: Systems thinkingMGT-505 Systems Thinking course equips students with the skills to analyze and solve complex problems across domains. The course is hands-on and covers the main systems concepts and tools, applied to
PHYS-435: Statistical physics IIIThis course introduces statistical field theory, and uses concepts related to phase transitions to discuss a variety of complex systems (random walks and polymers, disordered systems, combinatorial o
HUM-238: Philosophy of scienceCe cours propose d'identifier et comprendre les débats et problèmes centraux en philosophie des sciences, p.ex. le débat concernant les différents modèles de l'explication scientifique. Evaluer et com
HUM-429: Philosophy of life sciences IComprendre et discuter les questions centrales de la philosophie des sciences de la vie, par exemple celle du réductionnisme ou pourquoi le libre arbitre pourrait être une illusion. Transposer les pro
NX-435: Systems neuroscienceThe course "Systems Neuroscience" explores neural circuits and networks to understand how groups of neurons process information and generate behavior. It integrates techniques from neurophysiology, an
HUM-256: Brain, mind and societyCe cours aborde les sujets relatifs aux recherches sur les bases cérébrales des actions humaines, en revenant notamment sur l'histoire du cerveau, les changements actuels liés au développement des neu
HUM-489: Comment enseigner la durabilité IImpliquez-vous dans l'éducation à la durabilité grâce aux théories de l'apprentissage, au tutorat et à des approches qualitatives fondées sur des preuves empiriques. Développez vos compétences pour en
ME-466: InstabilityThis course focuses on the physical mechanisms at the origin of the transition of a flow from laminar to turbulent using the hydrodynamic instability theory.
MSE-474: Materials selectionPropose suitable materials, design, and production routes depending on different performance criteria using a computer based software approach. The course is based on Prof. Mike Ashby's well known "As
EE-607: Advanced Methods for Model IdentificationThis course introduces the principles of model identification for non-linear dynamic systems, and provides a set of possible solution methods that are thoroughly characterized in terms of modelling as
ME-422: Multivariable controlThis course covers methods for the analysis and control of systems with multiple inputs and outputs, which are ubiquitous in modern technology and industry. Special emphasis will be placed on discrete
