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This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.
Effective field theory is a fundamental framework to describe physical systems with quantum field theory.
This online lecture uses the theory and application of atomistic computer simulations to model, understand, and predict the properties of real materials.
This calculus lecture covers differentiation and integration of functions of one variable, and concludes with a brief discussion of infinite series.
This online lecture is designed to serve as a first course in an undergraduate electrical engineering (EE), or electrical engineering and computer science (EECS) curriculum.
This online lecture video introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.(Note: Also check out our...
This online lecture covers the derivation of symmetry theory; lattices, point groups, space groups, and their properties; use of symmetry in tensor representation of crystal...
This online lecture series explores how algorithmic puzzles can be solved with computer programming, using the Python programming language.
This online lecture series gives an introduction to quantum mechanics for use by chemists. Topics include particles and waves, wave mechanics, semi-classical quantum mechanics,...
This series of online lectures explores the physical and social form of cities. It covers theories about the form that settlements should take and attempts a distinction between...
This online lecture series reviews linear algebra with applications to probability and statistics and optimization. It covers linear algebra concepts that are key for...
This online lecture series presents real-world examples in which quantitative methods provide a significant competitive edge for companies. The lectures present the key...
Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...
This online lecture covers major results and directions of research in data structure.
This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.
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