Convex Optimization I - Lecture 2
Explore advanced convex optimization techniques with Stanford's Stephen Boyd. Dive deep into mathematical concepts and practical applications in electrical engineering and beyond.
Convex Optimization I - Lecture 1
Explore fundamental concepts of convex optimization with Stanford's Stephen Boyd. Gain insights into this powerful mathematical technique for solving complex problems efficiently.
Convex Optimization I - Lecture 12
Explore advanced convex optimization techniques with Stanford's Stephen Boyd. Delve into complex mathematical concepts and their practical applications in engineering and data science.
Convex Optimization I - Lecture 11
Explore advanced convex optimization techniques with Stanford's Professor Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering.
Underactuated Robotics - Spring 2009
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.
Engineering Mathematics: Linear Algebra and ODEs, Fall 2014
Explore linear algebra and ODEs, covering numerical solutions for equation systems. Learn first and second-order equations with renowned instructor Gilbert Strang.
Evolutionary Game Theory: Fighting and Contests - Lecture 33
Explore how game theory applies to evolution and behavior, analyzing encounters between organisms as mathematical games to infer fitness payoffs and strategy proportions in populations.
Engineering Mathematics
Explora matemáticas avanzadas en ingeniería mecánica, desde ODEs y sistemas dinámicos hasta transformadas de Fourier y Laplace, con aplicaciones prácticas en Matlab y análisis de sistemas no lineales.
The Mechanical Universe
Comprehensive exploration of physics principles, from classical mechanics to quantum theory, using visual aids and mathematical concepts to illuminate the workings of the universe.
Computational Fluid Dynamics
This course provides an introduction to Computational Fluid Dynamics (CFD) with an emphasis on the fundamental principles that govern the implementation of CFD in practical applications.
Structural Dynamics
Comprehensive exploration of structural dynamics, covering single and multi-degree freedom systems, vibration analysis, and earthquake response for various structures.
Computational Fluid Dynamics
Comprehensive exploration of computational fluid dynamics, covering mathematical foundations, discretization methods, and numerical techniques for solving fluid flow problems.
Optimal Control
Comprehensive exploration of optimization techniques, from unconstrained problems to dynamic optimization, covering linear and non-linear programming, optimal control, and robust stability analysis.
Computational Fluid Dynamics
This course looks at all the aspects theoretical, numerical, and application aspects of computational fluid dynamics. Computational fluid dynamics (CFD) has become an essential tool in the analysis and design of thermal and fluid flow systems in a wide r…
Computational Fluid Dynamics
The course deals with the numerical solution of equations governing fluid flow and would be of interest to engineers and scientists. The course deals with the basic techniques that enable the numerical solution of these equations.
Topics in Nonlinear Dynamics
Explore nonlinear dynamics through critical points, Hamiltonian systems, bifurcations, limit cycles, discrete-time dynamics, and stochastic processes. Gain insights into complex system behaviors and analysis techniques.
Topics in Nonlinear Dynamics
This is a basic course in classical mechanics at the senior undergraduate/ master's level. It covers the standard topics in this subject, including the Lagrangian and Hamiltonian formalisms. It also places the subject in the broader context of classical…
Foundation of Computational Fluid Dynamics
Comprehensive exploration of computational fluid dynamics fundamentals, covering essential concepts and techniques over 8 weeks through structured modules and practical applications.
Nonlinear Dynamics and Chaos
Explore nonlinear dynamics and chaos through analytical methods, examples, and applications in physics, biology, and engineering. Develop mathematical theory and gain insights into complex systems behavior.
Sidney Redner on Statistics and Everyday Life
Explore everyday phenomena through statistical analysis, revealing hidden patterns in parking, elevators, and sports. Learn how complex systems research uncovers universal principles in daily life.
Collective Behavior of Honeybees & Fireflies
Explore collective behavior in honeybees and fireflies, revealing how diversity and self-organization lead to emergent intelligence and adaptive swarm dynamics in insect communities.